Methods of diagnosing chronic obstructive pulmonary disease (copd) using novel molecular biomarkers

ABSTRACT

The present invention relates to in vitro methods for the diagnosis of chronic obstructive pulmonary disease (COPD), wherein the expression of the marker gene KIAA1199 is determined. In particular, the invention relates to an in vitro diagnostic method of assessing the susceptibility of a subject to develop progressive COPD involving the appearance of irreversible lung damage, wherein the expression of the marker gene KIAA1199 and optionally one or more further marker genes selected from DMBT1, TMSB15A, DPP6, SLC51B, NUDT11, ELF5, AZGP1, PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, PLA1A, FGG, CEACAMS, HYAL2, AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, CST6, NTRK2, COMP, ITGA10, CTHRC1, TAL1, FIBIN, BEX5, BEX1, ESM1 and GHRL is determined. The invention also relates to an in vitro method of diagnosing stable COPD or assessing the susceptibility of a subject to develop stable COPD, wherein the expression of KIAA1199 and optionally one or more further marker genes selected from DMBT1, TMSB15A, DPP6, SLC51B, NUDT11, ELFS, AZGP1, PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, PLA1A, FGG, CEACAMS, HYAL2, AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, CST6, NTRK2, COMP, ITGA10, CTHRC1, TAL1, FIBIN, BEX5, BEX1, ESM1 and GHRL is determined. Furthermore, the invention relates to the use of primers for transcripts of the aforementioned marker genes, the use of nucleic acid probes to transcripts of these marker genes, the use of microarrays comprising nucleic acid probes to transcripts of these marker genes, and the use of antibodies against the proteins expressed from these marker genes in corresponding in vitro methods. In vitro methods of monitoring the progression of COPD are also provided, in which the expression of marker genes according to the invention is determined.

The present invention relates to in vitro methods for the diagnosis ofchronic obstructive pulmonary disease (COPD), wherein the expression ofthe marker gene KIAA1199 is determined. In particular, the inventionrelates to an in vitro diagnostic method of assessing the susceptibilityof a subject to develop progressive COPD involving the appearance ofirreversible lung damage, wherein the expression of the marker geneKIAA1199 and optionally one or more further marker genes selected fromDMBT1, TMSB15A, DPP6, SLC51B, NUDT11, ELF5, AZGP1, PRRX1, AQP3, SFN,GPR110, GDF15, RASGRF2, RND1, PLA1A, FGG, CEACAM5, HYAL2, AHRR, CXCL3,CYP1A1, CYP1B1, CYP1A2, CST6, NTRK2, COMP, ITGA10, CTHRC1, TAL1, FIBIN,BEXS, BEX1, ESM1 and GHRL is determined. The invention also relates toan in vitro method of diagnosing stable COPD or assessing thesusceptibility of a subject to develop stable COPD, wherein theexpression of KIAA1199 and optionally one or more further marker genesselected from DMBT1, TMSB15A, DPP6, SLC51B, NUDT11, ELF5, AZGP1, PRRX1,AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, PLA1A, FGG, CEACAM5, HYAL2,AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, CST6, NTRK2, COMP, ITGA10, CTHRC1,TAL1, FIBIN, BEX5, BEX1, ESM1 and GHRL is determined. Furthermore, theinvention relates to the use of primers for transcripts of theaforementioned marker genes, the use of nucleic acid probes totranscripts of these marker genes, the use of microarrays comprisingnucleic acid probes to transcripts of these marker genes, and the use ofantibodies against the proteins expressed from these marker genes incorresponding in vitro methods. In vitro methods of monitoring theprogression of COPD are also provided, in which the expression of markergenes according to the invention is determined.

COPD represents one of the leading pathologies of the world's elderlypopulation. Triggered by long-term exposure to combustion products,climatic conditions and repeated infections, COPD has become thefourth-leading cause of mortality in aged individuals. During the lastdecades, the worldwide prevalence of COPD has risen by more than 10%,particularly in active smokers beyond the age of 55 (Murray et al.,1997). Given the increasing number of elderly people in the world'spopulation and the world-wide increase of inhalative hazards, bothoccupational and personal, COPD must be regarded as one of the mostchallenging threats to the world's health systems (Halbert et al., 2006;US Burden of Disease Collaborators, 2013). However, although the impactof COPD on health conditions is increasingly understood, the mechanismsthat cause and maintain the progression of the disease are largelyunknown. Based on clinical experience and results of controlled studies,COPD is regarded as a largely inflammatory disease. However, whilelong-term anti-inflammatory treatment may improve the outcome in COPD,its impact on the overall pathology of the disease is less clear. TheTORCH (TOwards a Revolution in COPD Health) study has clearly shown thatthis unilateral view upon the pathophysiology of COPD is not entirelycorrect as patients who were under continuous treatment with inhaledcorticosteroids did not have a better outcome than those without. Inline with this, several well-defined clinical trials have tried tostratify patients according to relevant clinical phenotypes, the ECLIPSE(Evaluation of COPD Longitudinally to Identify Predictive SurrogateEndpoints) study being the latest and most important attempt thus far(Vestbo et al., 2011). While these attempts have proven the remarkableheterogeneity of the clinical manifestations of COPD, they unfortunatelyfailed to improve the understanding of the disease's central drivingforces, their mediators, and their hierarchy in evoking the clinicalphenotypes of COPD.

Until recently, COPD has been largely defined by the limitation of themaximum volume of air exhaled in one second during forced expiration(FEV₁), as well as by the total amount of air exhaled (forced[expiratory] vital capacity, FVC), and their respective relationship(Wedzicha JA, 2000). However, the variability of the clinicalpresentation of COPD regardless of any individual degree of airflowlimitation suggested that the disease comprises different mechanismsrelated to bronchial and peribronchial pathologies (Hurst et al., 2010;Han et al., 2010). As a consequence, further clinical measures have beenadded to the diagnostic process in COPD, such as the intensity ofbronchial inflammation, the frequency of disease exacerbations or thepresence of comorbidities (Vestbo et al., 2013).

Not surprisingly, FEV₁ does not correlate well with symptom development.However, many studies have clearly demonstrated that FEV₁ is a strongpredictor of mortality and morbidity in COPD, suggesting a relevantcorrelation between the (morphologically fixed) obstruction of theperipheral airways and the pathophysiology of the disease. Given theprobability that the morphology of the small airways is going to reflectthe pathologic net result of all metabolic events within this lungcompartment, including chronic inflammatory and regenerative activities,this is more than plausible. Based on these facts, it still seemsappropriate to apply the symptoms of the most established clinicalmanifestations of COPD, i.e. fixed bronchial obstruction and intensityof bronchitis as the main clinical indicators for a first attempt todelineate mechanisms and mediators capable of driving the pathology ofCOPD. In view of the well-documented long-term history of COPD oftencovering periods of more than two decades, any attempt to delineate thepathology of the disease ought to a) cover the earliest phase ofpathologic development, the establishment of chronic bronchitis (COPD“at risk” according to the GOLD (Global Initiative on Obstructive LungDisease) criteria) likely to precede the first manifestation of“irreversible” bronchial obstruction, b) to include both long-termdevelopment of the disease preceding the controlled phase of clinicalassessment and c) to span a period long enough to allow for theidentification of important short-range effects on COPD pathology.Lastly, as the pathology of COPD is focused in the small airways (HoggJC, et al., 2004 (a)), the initial biological assessment ought to beperformed in this compartment, regardless of the fact that somecharacteristic symptoms, such as the production of phlegm as a sign ofintensified bronchitis, will also reflect the metabolic activity of themore central airways.

COPD progressively debilitates patients, resulting in an increasingdisability and worsening impact of exacerbations. In particular, thedevelopment of irreversible damage to the lungs commences and thengradually worsens when a patient suffering from COPD advances from thestable early disease stage into the progressive stage of COPD.Unfortunately, many patients with COPD remain undiagnosed andpotentially unknown to healthcare providers until the more advancedstages of the disease. In such cases, the delayed diagnosis of COPDresults in patients suffering from symptoms and limitations that couldotherwise be alleviated by treatment (Price et al., 2011). It wouldtherefore be highly desirable to be able to diagnose COPD at an earlydisease stage and, in particular, to identify patients who are at riskof developing progressive COPD in order to be able to prevent thesepatients from suffering significant irreversible damage.

It is therefore an object of the present invention to provide noveland/or improved methods that allow to diagnose COPD at an early diseasestage or to assess the risk or susceptibility of a subject to developCOPD. It is furthermore an object of the invention to provide noveland/or improved methods that allow to assess the susceptibility of asubject to develop progressive COPD).

The present invention is based on the unexpected finding that the geneKIAA1199 as well as the genes DMBT1, TMSB15A, DPP6, SLC51B, NUDT11,ELFS, AZGP1, PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, PLA1A, FGG,CEACAM5, HYAL2, AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, CST6, NTRK2, COMP,ITGA10, CTHRC1, TAL1, FIBIN, BEX5, BEX1, ESM1 and GHRL aredifferentially expressed in samples from subjects suffering fromprogressive COPD or subjects at risk/prone to develop progressive COPDon the one hand, and in control samples from healthy subjects on theother hand. In particular, and as also described in Example 1, it hasbeen found that the expression of the genes KIAA1199, DMBT1, ELF5,AZGP1, PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5,AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, NTRK2 and COMP is upregulated insamples from patients suffering from progressive COPD or at risk ofdeveloping progressive COPD, while the expression of the genes TMSB15A,DPP6, SLC51B, NUDT11, PLA1A, HYAL2, CST6, ITGA10, CTHRC1, TAL1, FIBIN,BEX5, BEX1, ESM1 and GHRL is downregulated in samples from patientssuffering from progressive COPD or at risk of developing progressiveCOPD, as compared to the expression of the corresponding genes incontrol samples from healthy patients. Therefore, in accordance with thepresent invention, these novel molecular biomarkers can advantageouslybe used for assessing the susceptibility/proneness of a subject todevelop progressive COPD. It has further been surprisingly found thatthe genes KIAA1199, DMBT1, TMSB15A, DPP6, SLC51B, NUDT11, ELF5, AZGP1,PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, PLA1A, FGG, CEACAM5,HYAL2, AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, CST6, NTRK2, COMP, ITGA10,CTHRC1, TAL1, FIBIN, BEX5, BEX1, ESM1 and GHRL are differentiallyexpressed in samples from subjects suffering from stable COPD orsubjects at risk/prone to develop stable COPD on the one hand, and incontrol samples from healthy subjects on the other hand. In thisconnection, it has particularly been found that the expression of thegenes KIAA1199, TMSB15A, DPP6, SLC51B, NUDT11, PLA1A, HYAL2, CST6,ITGA10, CTHRC1, TAL1, FIBIN, BEX5, BEX1, ESM1 and GHRL is downregulatedin samples from patients having stable COPD or at risk of developingstable COPD, while the expression of the genes DMBT1, ELF5, AZGP1,PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5, AHRR,CXCL3, CYP1A1, CYP1B1, CYP1A2, NTRK2 and COMP is upregulated in samplesfrom patients having stable COPD or at risk of developing stable COPD,as compared to the expression of the corresponding genes in controlsamples from healthy patients. In accordance with the present invention,these novel molecular biomarkers can thus be used for diagnosing stableCOPD and/or assessing the susceptibility/proneness of a subject todevelop stable COPD. Moreover, the biomarkers provided herein haveexcellent sensitivity and/or specificity.

Accordingly, in a first aspect the present invention provides an invitro method for the diagnosis of COPD, the method comprisingdetermining the level of expression of the gene KIAA1199 in a sampleobtained from a subject.

In accordance with this first aspect, the invention also relates to theuse of KIAA1199 as a marker for the in vitro diagnosis of COPD.

In a second aspect, the present invention provides an in vitrodiagnostic method of assessing the susceptibility of a subject todevelop progressive COPD involving the appearance of irreversible lungdamage, the method comprising:

-   -   determining the level of expression of the gene KIAA1199 in a        sample obtained from the subject;    -   comparing the level of expression of KIAA1199 in the sample from        the subject to a control expression level of KIAA1199 in a        healthy subject; and    -   determining whether or not the subject is prone to develop        progressive COPD involving the appearance of irreversible lung        damage, wherein an increase in the level of expression of        KIAA1199 in the sample from the subject as compared to the        control expression level of KIAA1199 is indicative of a        proneness to develop progressive COPD.

It is preferred that in this second aspect the method further comprises:

-   -   determining the level of expression of one or more further genes        selected from DMBT1, TMSB15A, DPP6, SLC51B, NUDT11, ELF5, AZGP1,        PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, PLA1A, FGG,        CEACAM5, HYAL2, AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, CST6,        NTRK2, COMP, ITGA10, CTHRC1, TAL1, FIBIN, BEX5, BEX1, ESM1 and        GHRL in the sample obtained from the subject;    -   comparing the level of expression of the one or more further        genes to a control expression level of the corresponding gene(s)        in a healthy subject; and    -   determining whether or not the subject is prone to develop        progressive COPD involving the appearance of irreversible lung        damage,

wherein an increase in the level of expression of KIAA1199, DMBT1, ELF5,AZGP1, PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5,AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, NTRK2 and/or COMP in the samplefrom the subject as compared to the control expression level of thecorresponding gene(s) is indicative of a proneness to developprogressive COPD, and

wherein a decrease in the level of expression of TMSB15A, DPP6, SLC51B,NUDT11, PLA1A, HYAL2, CST6, ITGA10, CTHRC1, TAL1, FIBIN, BEX5, BEX1,ESM1 and/or GHRL in the sample from the subject as compared to thecontrol expression level of the corresponding gene(s) is indicative of aproneness to develop progressive COPD.

In a third aspect, the invention provides an in vitro method ofdiagnosing stable COPD in a subject or assessing the susceptibility of asubject to develop stable COPD, the method comprising:

-   -   determining the level of expression of the gene KIAA1199 in a        sample obtained from the subject;    -   comparing the level of expression of KIAA1199 in the sample from        the subject to a control expression level of KIAA1199 in a        healthy subject; and    -   determining whether or not the subject suffers from stable COPD        or is prone to suffer from stable COPD, wherein a decrease in        the level of expression of KIAA1199 in the sample from the        subject as compared to the control expression level of KIAA1199        is indicative of stable COPD or a proneness to stable COPD.

The method according to this third aspect preferably further comprises:

-   -   determining the level of expression of one or more further genes        selected from DMBT1, TMSB15A, DPP6, SLC51B, NUDT11, ELF5, AZGP1,        PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, PLA1A, FGG,        CEACAM5, HYAL2, AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, CST6,        NTRK2, COMP, ITGA10, CTHRC1, TAL1, FIB1N, BEX5, BEX1, ESM1 and        GHRL in the sample obtained from the subject;    -   comparing the level of expression of the one or more further        genes to a control expression level of the corresponding gene(s)        in a healthy subject; and    -   determining whether or not the subject suffers from stable COPD        or is prone to suffer from stable COPD,

wherein an increase in the level of expression of DMBT1, ELF5, AZGP1,PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5, AHRR,CXCL3, CYP1A1, CYP1B1, CYP1A2, NTRK2 and/or. COMP in the sample from thesubject as compared to the control expression level of the correspondinggene(s) is indicative of stable COPD or a proneness to stable COPD, and

wherein a decrease in the level of expression of KIAA1199, TMSB15A,DPP6, SLC51B, NUDT11, PLA1A, HYAL2, CST6, ITGA10, CTHRC1, TAL1, FIBIN,BEX5, BEX1, ESM1 and/or GHRL in the sample from the subject as comparedto the control expression level of the corresponding gene(s) isindicative of stable COPD or a proneness to stable COPD.

In a fourth aspect, the invention relates to an in vitro diagnosticmethod of assessing the susceptibility of a subject suffering fromstable COPD to develop progressive COPD involving the appearance ofirreversible lung damage, the method comprising:

-   -   determining the level of expression of the gene KIAA1199 in a        sample obtained from the subject;    -   comparing the level of expression of KIAA1199 in the sample from        the subject to a control expression level of KIAA1199 in a        subject suffering from stable COPD; and    -   determining whether or not the subject is prone to develop        progressive COPD involving the appearance of irreversible lung        damage, wherein an increase in the level of expression of        KIAA1199 in the sample from the subject as compared to the        control expression level of KIAA1199 is indicative of a        proneness to develop progressive COPD.

It is preferred that the method of this fourth aspect further comprises:

-   -   determining the level of expression of one or more further genes        selected from DMBT1, ELF5, AZGP1, PRRX1, AQP3, GPR110, GDF15,        RASGRF2, RND1, FGG, CEACAM5, HYAL2, AHRR, CXCL3, CYP1A1, CYP1B1,        CYP1A2, CST6, NTRK2, COMP, ITGA10, CTHRC1, TAL1, BEX1 and GHRL        in the sample obtained from the subject;    -   comparing the level of expression of the one or more further        genes to a control expression level of the corresponding gene(s)        in a subject suffering from stable COPD; and    -   determining whether or not the subject is prone to develop        progressive COPD involving the appearance of irreversible lung        damage,

wherein an increase in the level of expression of KIAA1199, GPR110,GDF15, RASGRF2, RND1, FGG, CEACAM5, HYAL2, AHRR, CXCL3, CYP1A1, CYP1B1,CYP1A2, CST6, NTRK2 and/or TAU in the sample from the subject ascompared to the control expression level of the corresponding gene(s) isindicative of a proneness to develop progressive COPD, and

wherein a decrease in the level of expression of DMBT1, ELF5, AZGP1,PRRX1, AQP3, COMP, ITGA10, CTHRC1, BEX1 and/or GHRL in the sample fromthe subject as compared to the control expression level of thecorresponding gene(s) is indicative of a proneness to developprogressive COPD.

In a fifth aspect, the invention relates to the use of (i) a pair ofprimers for a transcript of the gene KIAA1199, (ii) a nucleic acid probeto a transcript of the gene KIAA1199, (iii) a microarray comprising anucleic acid probe to the transcript of KIAA1199 and optionallycomprising nucleic acid probes to the transcripts of one or more furthergenes selected from DMBT1, TMSB15A, DPP6, SLC51B, NUDT11, ELF5, AZGP1,PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, PLA1A, FGG, CEACAM5,HYAL2, AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, CST6, NTRK2, COMP, ITGA10,CTHRC1, TAL1, FIBIN, BEX5, BEX1, ESM1 and GHRL, or (iv) an antibodyagainst the protein KIAA1199, in an in vitro diagnostic method ofassessing the susceptibility of a subject to develop progressive COPDinvolving the appearance of irreversible lung damage.

In a sixth aspect, the invention relates to a drug against COPD for usein treating COPD in a subject that has been identified in a methodaccording to the second aspect of the invention as being prone todevelop progressive COPD involving the appearance of irreversible lungdamage.

The invention further relates to the use of a drug against COPD in thepreparation of a pharmaceutical composition for treating COPD in asubject that has been identified in a method according to the secondaspect of the invention as being prone to develop progressive COPDinvolving the appearance of irreversible lung damage.

Moreover, in accordance with this sixth aspect, the invention alsoprovides a method of treating COPD, the method comprising administeringa drug against COPD to a subject that has been identified in a methodaccording to the second aspect of the invention as being prone todevelop progressive COPD involving the appearance of irreversible lungdamage.

In a seventh aspect, the invention relates to the use of (i) a pair ofprimers for a transcript of the gene KIAA1199, (ii) a nucleic acid probeto a transcript of the gene KIAA1199, (iii) a microarray comprising anucleic acid probe to the transcript of KIAA1199 and optionallycomprising nucleic acid probes to the transcripts of one or more furthergenes selected from DMBT1, TMSB15A, DPP6, SLC51B, NUDT11, ELF5, AZGP1,PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, PLA1A, FGG, CEACAM5,HYAL2, AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, CST6, NTRK2, COMP, ITGA10,CTHRC1, TAL1, FIBIN, BEX5, BEX1, ESM1 and GHRL, or (iv) an antibodyagainst the protein KIAA1199, in an in vitro method of diagnosing stableCOPD in a subject or assessing the susceptibility of a subject todevelop stable COPD.

In an eighth the invention relates to a drug against COPD for use intreating or preventing COPD in a subject that has been identified in amethod according to the third aspect of the invention as suffering fromstable COPD or as being prone to suffer from stable COPD.

The invention also relates to the use of a drug against COPD in thepreparation of a pharmaceutical composition for treating or preventingCOPD in a subject that .has been identified in a method according to thethird aspect of the invention as suffering from stable COPD or as beingprone to suffer from stable COPD.

In this aspect, the invention likewise relates to a method of treatingor preventing COPD, the method comprising administering a drug againstCOPD to a subject that has been identified in a method according to thethird aspect of the invention as suffering from stable COPD or as beingprone to suffer from stable COPD.

In a ninth aspect, the invention relates to the use of (i) a pair ofprimers for a transcript of the gene KIAA1199, (ii) a nucleic acid probeto a transcript of the gene KIAA1199, (iii) a microarray comprising anucleic acid probe to the transcript of KIAA1199 and optionallycomprising nucleic acid probes to the transcripts of one or more furthergenes selected from DMBT1, ELF5, AZGP1, PRRX1, AQP3, GPR110, GDF15,RASGRF2, RND1, FGG, CEACAMS, HYAL2, AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2,CST6, NTRK2, COMP, ITGA10, CTHRC1, TAL1, BEX1 and GHRL, or (iv) anantibody against the protein KIAA1199, in an in vitro diagnostic methodof assessing the susceptibility of a subject suffering from stable COPDto develop progressive COPD involving the appearance of irreversiblelung damage.

In a tenth aspect, the invention relates to a drug against COPD for usein treating COPD in a subject suffering from stable COPD, wherein thesubject has been identified in a method according to the fourth aspectof the invention as being prone to develop progressive COPD involvingthe appearance of irreversible lung damage.

The invention further refers to the use of a drug against COPD in thepreparation of a pharmaceutical composition for treating COPD in asubject suffering from stable COPD, wherein the subject has beenidentified in a method according to the fourth aspect of the inventionas being prone to develop progressive COPD involving the appearance ofirreversible lung damage.

The invention according to this tenth aspect also relates to a method oftreating COPD, the method comprising administering a drug against COPDto a subject suffering from stable COPD, wherein the subject has beenidentified in a method according to the fourth aspect of the inventionas being prone to develop progressive COPD involving the appearance ofirreversible lung damage.

In an eleventh aspect, the present invention provides an in vitro methodof monitoring the progression of COPD in a subject, the methodcomprising:

-   -   determining the level of expression of one or more genes        selected from NTRK2 and RASGRF2 in a first sample obtained from        the subject;    -   determining the level of expression of the one or more genes in        a second sample obtained from the subject at a later point in        time than the first sample;    -   comparing the level of expression of the one or more genes in        the second sample to the level of expression of the        corresponding gene(s) in the first sample; and    -   assessing the progression of COPD in the subject,

wherein a decrease in the level of expression of NTRK2 and/or RASGRF2 inthe second sample as compared to the level of expression of thecorresponding gene(s) in the first sample is indicative of anamelioration of COPD in the subject, and

wherein an increase in the level of expression of NTRK2 and/or RASGRF2in the second sample as compared to the level of expression of thecorresponding gene(s) in the first sample is indicative of a worseningof COPD in the subject.

The following description of general and preferred features andembodiments relates to each one of the methods, uses and drugs againstCOPD provided in the present specification, including in particularthose according to the above-described first, second, third, fourth,fifth, sixth, seventh, eighth, ninth, tenth and eleventh aspects of theinvention, unless explicitly indicated otherwise.

Chronic obstructive pulmonary disease (COPD) is a lung diseasecharacterized by persistent airflow limitation that is usuallyprogressive and associated with an enhanced chronic inflammatoryresponse in the airways and the lung to noxious particles or gases. COPDis typically classified into four different stages based on the extentof non-reversible pulmonary obstruction to be determined by spirometry,as specified by the Global Initiative for Obstructive Lung Disease(GOLD) (see, e.g., Vestbo et al., 2013; and Pauwels et al., 2001). COPDstage I (“mild COPD”) is characterized by an FEV₁/FVC ratio of <70% andan FEV, of ≧80%. At stage I, the patient may not be aware that his/herlung function is abnormal. COPD stage II (“moderate COPD”) ischaracterized by an FEV₁/FVC ratio of <70% and an FEV, of ≧50% and <80%.This is the stage at which patients typically seek medical attentionbecause of chronic respiratory symptoms or an exacerbation of theirdisease. COPD stage III (“severe COPD”) is characterized by an FEV₁/FVCratio of <70% and an FEV, of ≧30% and <50%. COPD stage IV (“very severeCOPD”) is characterized by an FEV₁/FVC ratio of <70% and an FEV₁ of<30%, or chronic respiratory failure and an FEV₁ of <50%. Thepathological development of COPD may be preceded by chronic respiratorysymptoms (particularly chronic bronchitis) without airways obstruction(FEV₁/FVC ratio of ≧70%), which is also referred to as “stage 0” or “atrisk for COPD”. The terms “stage I”, “stage II”, stage “III”, “stageIV”, and “stage 0” as used in the present specification refer to thecorresponding GOLD stages, i.e., the corresponding COPD stages accordingto the above-described GOLD criteria.

As used herein, the term “stable COPD” (used synonymously with “stableearly-stage COPD”) refers to the initial stages of COPD that precede thedevelopment of irreversible lung damage. In particular, “stable COPD”refers to the initial COPD stages from the earliest signs for the onsetof the disease through to mild airflow limitation characterized by anFEV₁/FVC ratio of <70% and an FEV₁ of ≧80%. “Stable COPD” thuspreferably refers to COPD stage 0 (i.e., the COPD “at risk” stage) andCOPD stage I (according to GOLD criteria), and more preferably refers toCOPD stage I.

The terms “progressive COPD” and “progressive COPD involving theappearance of irreversible lung damage” are used hereinsynonymously/interchangeably, and refer to the disease stage of COPD inwhich irreversible damage to the lungs occurs and progressively worsens.In particular, “progressive COPD” refers to the COPD disease stagecharacterized by moderate airflow limitation, i.e., an FEV₁/FVC ratio of<70% and an FEV, of ≧50% and <80%. Accordingly, it is particularlypreferred that “progressive COPD” refers to COPD stage II (according toGOLD criteria).

As used herein, the terms “KIAA1199”, “DMBT1”, “TMSB15A”, “DPP6”,“SLC51B”, “NUDT11”, “ITGA10”, “CST6”, “TALI”, “FIBIN”, “BEXS”, “BEX1”,“ESM1”, “GHRL”, “NTRK2”, “SFN”, “GPR110”, “FGG”, “CEACAMS”, “AZGP1”,“COMP”, “PRRX1”, “AHRR”, “CYPIA1”, “CYP1A2”, “CYP1B1”, “GDF15”, “ELF5”,“AQP3”, “RASGRF2”, “PLA1A”, “HYAL2”, “CTHRC1”, “RND1” and “CXCL3” eachrefer to the respective human gene, the corresponding mRNA (includingall possible transcripts/splice variants), and the corresponding protein(including all possible isoforms). These terms also refer to homologsand/or orthologs of the corresponding human genes that are found inother (non-human) species, particularly other mammalian species, as wellas their corresponding mRNAs and their corresponding proteins. It is tobe understood that, if the subject to be tested in the methods of thepresent invention is a non-human (particularly a non-human mammal), thenthe one or more marker genes (the level of expression of which is to bedetermined) will be the homologs/orthologs of the indicated human genesthat are found in the non-human animal to be tested. Preferably, thesubject is a human and, accordingly, the above-mentioned termspreferably refer to the respective human genes and the correspondingmRNAs and proteins.

The full names of the human forms of the above-mentioned marker genes,their Entrez Gene ID, and NCBI reference sequences of their mRNAs andproteins are listed in the following Table 1:

TABLE 1 Overview of the marker genes provided herein (human forms),including their full names, their Entrez Gene ID, and NCBI referencesequences of their mRNAs and their proteins (where applicable, differentmRNA transcripts/splice variants and the corresponding protein isoformsare indicated; further possible mRNA variants and protein isoforms ofthe indicated genes may also be used to determine the correspondinglevels of marker gene expression in accordance with the invention). mRNAProtein Marker gene Full name Gene ID (NCBI ref. seq.) (NCBI ref. seq.)KIAA1199 KIAA1199 57214 NM_018689.1 NP_061159.1 (preferably as indicatedin SEQ ID NO: 38) DMBT1 deleted in 1755 NM_004406.2 NP_004397.2malignant brain (preferably as NP_015568.2 tumors 1 indicated in SEQNP_060049.2 ID NO: 26) NM_007329.2 (preferably as indicated in SEQ IDNO: 32) NM_017579.2 (preferably as indicated in SEQ ID NO: 35) TMSB15Athymosin beta 11013 NM_021992.2 NP_068832.1 15a (preferably as indicatedin SEQ ID NO: 41) DPP6 dipeptidyl- 1804 NM_001039350.1 NP_001034439.1peptidase 6 (preferably as NP_001927.3 indicated in SEQ NP_570629.2 IDNO: 45) NM_001936.3 (preferably as indicated in SEQ ID NO: 46)NM_130797.2 (preferably as indicated in SEQ ID NO: 47) SLC51B solutecarrier 123264 NM_178859.3 NP_849190.2 family 51, beta (preferably assubunit indicated in SEQ ID NO: 48) NUDT11 nudix (nucleoside 55190NM_018159.3 NP_060629 diphosphate (preferably as linked moiety X)-indicated in SEQ type motif 11 ID NO: 36) ITGA10 integrin, alpha 10 8515NM_003637.3 NP_003628.2 (preferably as indicated in SEQ ID NO: 24) CST6cystatin E/M 1474 NM_001323.3 NP_001314.1 (preferably as indicated inSEQ ID NO: 21) TAL1 T-cell acute 6886 NM_003189.2 NP_003180.1lymphocytic (preferably as leukemia 1 indicated in SEQ ID NO: 49) FIBINfin bud initiation 387758 NM_203371.1 NP_976249.1 factor homolog(preferably as (zebrafish) indicated in SEQ ID NO: 50) BEX5 brainexpressed, 340542 NM_001012978.2 NP_001012996.1 X-linked 5 (preferablyas NP_001153032.1 indicated in SEQ ID NO: 5) NM_001159560.1 (preferablyas indicated in SEQ ID NO: 13) BEX1 brain expressed, 55859 NM_018476.3NP_060946.3 X-linked 1 (preferably as indicated in SEQ ID NO: 37) ESM1endothelial cell- 11082 NM_001135604.1 NP_001129076.1 specific molecule1 (preferably as NP_008967.1 indicated in SEQ ID NO: 12) NM_007036.4(preferably as indicated in SEQ ID NO: 31) GHRL ghrelin/obestatin 51738NM_001134941.1 NP_001128413.1 prepropeptide (preferably asNP_001128416.1 indicated in SEQ NP_001128417.1 ID NO: 8) NP_001128418.1NM_001134944.1 NP_001128418.1 (preferably as indicated in SEQ ID NO: 9)NM_001134945.1 (preferably as indicated in SEQ ID NO: 10) NM_001134946.1(preferably as indicated in SEQ ID NO: 11) NTRK2 neurotrophic 4915NM_001007097.1 NP_001007098.1 tyrosine kinase, (preferably asNP_001018074.1 receptor, type 2 indicated in SEQ NP_001018075.1 ID NO:51) NP_001018076.1 NM_001018064.1 NP_006171.2 (preferably as indicatedin SEQ ID NO: 52) NM_001018065.2 (preferably as indicated in SEQ ID NO:6) NM_001018066.2 (preferably as indicated in SEQ ID NO: 7) NM_006180.3(preferably as indicated in SEQ ID NO: 53) SFN stratifin 2810NM_006142.3 NP_006133.1 (preferably as indicated in SEQ ID NO: 29)GPR110 G protein- 266977 NM_025048.2 NP_079324.2 coupled receptor(preferably as NP_722582.2 110 indicated in SEQ ID NO: 42) NM_153840.2(preferably as indicated in SEQ ID NO: 55) CYP1B1 cytochrome 1545NM_000104.3 NP_000095.2 P450, family 1, (preferably as subfamily B,indicated in SEQ polypeptide 1 ID NO: 2) FGG fibrinogen 2266 NM_000509.4NP_000500.2 gamma chain (preferably as NP_068656.2 indicated in SEQ IDNO: 4) NM_021870.2 (preferably as indicated in SEQ ID NO: 40) CEACAM5carcinoembryonic 1048 NM_004363.2 NP_004354.2 antigen-related(preferably as cell adhesion indicated in SEQ molecule 5 ID NO: 54)AZGP1 alpha-2- 563 NM_001185.3 NP_001176.1 glycoprotein 1, (preferablyas zinc-binding indicated in SEQ ID NO: 14) COMP cartilage 1311NM_000095.2 NP_000086.2 oligomeric matrix (preferably as proteinindicated in SEQ ID NO: 1) PRRX1 paired related 5396 NM_006902.3NP_008833.1 homeobox 1 (preferably as NP_073207.1 indicated in SEQ IDNO: 56) NM_022716.2 (preferably as indicated in SEQ ID NO: 57) AHRRaryl-hydrocarbon 57491 NM_001242412.1 NP_001229341.1 receptor(preferably as NP_065782.2 repressor indicated in SEQ ID NO: 17)NM_020731.4 (preferably as indicated in SEQ ID NO: 39) GDF15 growth 9518NM_004864.2 NP_004855.2 differentiation (preferably as factor 15indicated in SEQ ID NO: 27) ELF5 E74-like factor 5 2001 NM_001243080.1NP_001230009.1 (ets domain (preferably as NP_001230010.1 transcriptionindicated in SEQ NP_001413.1 factor) ID NO: 18) NP_938195.1NM_001243081.1 (preferably as indicated in SEQ ID NO: 19) NM_001422.3(preferably as indicated in SEQ ID NO: 22) NM_198381.1 (preferably asindicated in SEQ ID NO: 58) AQP3 aquaporin 3 (Gill 360 NM_004925.4NP_004916.1 blood group) (preferably as indicated in SEQ ID NO: 28)RASGRF2 Ras protein- 5924 NM_006909.2 NP_008840.1 specific guanine(preferably as nucleotide- indicated in SEQ releasing factor 2 ID NO:30) PLA1A phospholipase 51365 NM_001206960.1 NP_001193889.1 A1 member A(preferably as NP_001193890.1 indicated in SEQ NP_056984.1 ID NO: 15)NM_001206961.1 (preferably as indicated in SEQ ID NO: 16) NM_015900.3(preferably as indicated in SEQ ID NO: 34) HYAL2 hyalurono- 8692NM_003773.4 NP_003764.3 glucosaminidase 2 (preferably as NP_149348.2indicated in SEQ ID NO: 25) NM_033158.4 (preferably as indicated in SEQID NO: 43) CTHRC1 collagen triple 115908 NM_001256099.1 NP_001243028.1helix repeat (preferably as NP_612464.1 containing 1 indicated in SEQ IDNO: 20) NM_138455.3 (preferably as indicated in SEQ ID NO: 44) RND1 Rhofamily 27289 NM_014470.3 NP_055285.1 GTPase 1 (preferably as indicatedin SEQ ID NO: 33) CXCL3 chemokine 2921 NM_002090.2 NP_002081.2 (C—X—Cmotif) (preferably as ligand 3 indicated in SEQ ID NO: 23) CYP1A1cytochrome 1543 NM_000499.3 NP_000490.1 P450, family 1, (preferably assubfamily A, indicated in SEQ polypeptide 1 ID NO: 3) CYP1A2 cytochrome1544 NM_000761.4 NP_000752.2 P450, family 1, (preferably as subfamily A,indicated in SEQ polypeptide 2 ID NO: 59)

In the methods according to the present invention, including inparticular the methods according to the first, second, third, fourth andeleventh aspect of the invention, the level of expression of one or moregenes is determined in a sample obtained from the subject to be tested.

The level of expression can be determined, e.g., by determining thelevel of transcription or the level of translation of the correspondingmarker gene(s). Thus, the amount of mRNA of these gene(s) in the samplecan be measured or the amount of the corresponding protein(s) can bemeasured in order to determine the level of expression of the respectivegenes. This can be accomplished using methods known in the art, asdescribed, e.g., in Green et al., 2012. The level of transcription ofthese gene(s) can, for example, be determined using a quantitative(real-time) reverse transcriptase polymerase chain reaction (“qRT-PCR”)or using a microarray (see, e.g., Ding et al., 2004). The use of amicroarray can be advantageous, e.g., if the level of transcription of anumber of different marker genes is to be determined. Using a microarraycan also be advantageous if various different diseases/disorders or thesusceptibility to various diseases/disorders is to be tested ordiagnosed simultaneously. If the level of transcription is to bedetermined, it may further be advantageous to include one or more RNaseinhibitors in the sample from the subject. The level of translation ofthe corresponding marker gene(s) can, for example, be determined usingantibody-based assays, such as an enzyme-linked immunosorbent assay(ELISA) or a radioimmunoassay (RIA), wherein antibodies directedspecifically against the protein(s) to be quantified are employed, ormass spectrometry, a gel-based or blot-based assay, or flow cytometry(e.g., FACS). If the level of translation is to be determined, it may beadvantageous to include one or more protease inhibitors in the samplefrom the subject. Since mRNA can be isolated and quantified more easilyand in a more cost-effective manner than proteins, it is preferred inthe methods of the present invention that the level of expression of theone or more genes is determined by determining the level oftranscription of the corresponding gene(s). The level of transcriptionis preferably determined using qRT-PCR or a microarray.

The subject to be tested in accordance with the present invention may bean animal and is preferably a mammal. The mammal to be tested inaccordance with the invention may be, e.g., a rodent (such as, e.g., aguinea pig, a hamster, a rat or a mouse), a murine (such as, e.g., amouse), a canine (such as, e.g., a dog), a feline (such as, e.g., acat), a porcine (such as, e.g., a pig), an equine (such as, e.g., ahorse), a primate, a simian (such as, e.g., a monkey or an ape), amonkey (such as, e.g., a marmoset or a baboon), an ape (such as, e.g., agorilla, a chimpanzee, an orang-utan or a gibbon), or a human. It isparticularly envisaged that non-human mammals are to be tested, whichare economically, agronomically or scientifically important.Scientifically important mammals include, e.g., mice, rats and rabbits.Non-limiting examples of agronomically important mammals are sheep,cattle and pigs. Economically important mammals include, e.g., cats anddogs. Most preferably, the subject to be tested in accordance with thepresent invention is a human.

In the second and the fourth aspect of the invention, it is furthermorepreferred that the subject to be tested is a subject (preferably ahuman) that has been diagnosed as suffering from stable COPD or issuspected of suffering from stable COPD.

In accordance with the third aspect of the invention, it is preferredthat the subject to be tested is a subject (preferably a human) that issuspected to suffer from stable COPD or a subject (preferably a human)suspected to be prone to suffer from stable COPD.

The sample obtained from the subject to be tested can, in principle, beany tissue sample or serum from the subject. Preferably, the sample is alung tissue sample. More preferably, the sample is a transbronchial lungbiopsy sample or a bronchoalveolar lavage (BAL) sample.

In some of the methods provided herein, including in particular themethods according to the second and the third aspect of the invention,the level of expression of one or more specific genes is compared to acontrol expression level of the corresponding gene(s) in a healthysubject. Such control expression levels can be established as part ofthe respective methods of the invention, which may thus include afurther step of determining the level of expression of the correspondinggene(s) in a sample obtained from a healthy subject (i.e., a subjectthat does not suffer from COPD and does not have an increased risk ofdeveloping COPD) or in a mixture of samples from several healthysubjects (e.g., about 10, about 20, about 50, about 100, or about 500healthy subjects). It is to be understood that the healthy subject(s)will be of the same species as the subject to be tested and shouldpreferably have the same age, gender and ethnicity as the subject to betested. Alternatively, these control expression levels can also bederived from the medical literature or from experiments conducted beforecarrying out the methods of the invention. It will be understood thatthe conditions under which the control expression levels are or wereobtained (regardless of whether they are derived from the literature orearlier experiments or whether they are determined in the course ofcarrying out the methods of the invention), including also thetype/origin of the sample (or mixture of samples) from the healthysubject, should be identical or at least similar/comparable to theconditions used for determining the level of expression of the one ormore genes in the sample obtained from the subject to be tested.

In the method according to the fourth aspect, the level of expression ofone or more specific genes is compared to a control expression level ofthe corresponding gene(s) in a subject suffering from stable COPD. Suchcontrol expression levels can be established as part of the methodaccording to the fourth aspect of the invention, which may thus includea further step of determining the level of expression of thecorresponding gene(s) in a sample obtained from a subject suffering fromstable COPD (particularly a subject that has been diagnosed as sufferingfrom stable COPD) or in a mixture of samples from several subjects(e.g., about 10, about 20, about 50, about 100, or about 500 subjects)suffering from stable COPD. It is to be understood that these controlsubject(s) will be of the same species as the subject to be tested andshould preferably have the same age, gender and ethnicity as the subjectto be tested. Alternatively, the corresponding control expression levelscan also be derived from experiments conducted before carrying out themethod of the fourth aspect of the invention. It will be understood thatthe conditions under which the control expression levels are or wereobtained (regardless of whether they are derived from earlierexperiments or whether they are determined in the course of carrying outthe method of the fourth aspect), including also the type/origin of thesample (or mixture of samples) from the control subject, should beidentical or at least similar/comparable to the conditions used fordetermining the level of expression of the one or more genes in thesample obtained from the subject to be tested. The control subjectsuffering from stable COPD in accordance with the fourth aspect of theinvention is preferably a subject suffering from stage I COPD(particularly a subject that has been diagnosed as suffering from stageI COPD).

In the methods according to the second, third and fourth aspect of thepresent invention, the level of expression of KIAA1199 and optionally ofone or more further marker genes is determined. Preferably, the level ofexpression of KIAA1199 and at least one of the corresponding furthermarker genes is determined, more preferably the level of expression ofKIAA1199 and at least two of these further marker genes is determined,and even more preferably the level of expression of KIAA1199 and atleast three of the corresponding further marker genes is determined,whereby the reliability of the diagnosis or assessment can be furtherimproved. In general, the greater the number of marker genes theexpression of which is altered (as defined in the corresponding aspectof the invention), and also the more pronounced the upregulation ordownregulation of the expression of each of these marker genes, the morelikely it will be that the subject tested is prone to developprogressive CORD (in the methods of the second and the fourth aspect) orthat the subject tested suffers from stable CORD or is prone to sufferfrom stable COPD (in the method of the third aspect of the invention).

Thus, both (i) the number of tested marker genes showing an alteredexpression level as described above and (ii) the extent of alteration ofthe expression level of each one of the marker genes tested can be takeninto consideration when determining whether or not the subject is proneto develop progressive COPD (in accordance with the second or the fourthaspect) or whether or not the subject suffers from stable COPD or isprone to suffer from stable COPD (in accordance with the third aspect ofthe invention). Further factors, signs and symptoms indicative of COPD,such as, e.g., airflow limitation (as determined, e.g., by spirometry),coughing, expiratory wheezing, further respiratory symptoms, thesubject's smoking history, bronchial inflammation and/or furtherbiomarkers (including molecular biomarkers), can additionally be takeninto account in order to further improve the accuracy of thedetermination whether or not the subject is prone to develop progressiveCOPD (in accordance with the second or the fourth aspect) or whether ornot the subject suffers from stable COPD or is prone to suffer fromstable COPD (in accordance with the third aspect).

In one embodiment of the method according to the second aspect of theinvention, it is preferred that the level of expression of KIAA1199 andat least one further gene selected from FGG, CYP1A1, CEACAM5, CTHRC1,NTRK2 and RASGRF2 is determined in the sample obtained from the subject.In this embodiment, it is furthermore preferred that the level ofexpression of at least two of the aforementioned further genes isdetermined. For example, the level of expression of KIAA1199, FGG andCYP1A1 may be determined, or the level of expression of KIAA1199, FGGand CEACAM5 may be determined, or the level of expression of KIAA1199,FGG and CTHRC1 may be determined, or the level of expression ofKIAA1199, FGG and NTRK2 may be determined, or the level of expression ofKIAA1199, FGG and RASGRF2 may be determined, or the level of expressionof KIAA1199, CYP1A1 and CEACAM5 may be determined, or the level ofexpression of KIAA1199, CYP1A1 and CTHRC1 may be determined, or thelevel of expression of KIAA1199, CYP1A1 and NTRK2 may be determined, orthe level of expression of KIAA1199, CYP1A1 and RASGRF2 may bedetermined, or the level of expression of KIAA1199, CEACAM5 and CTHRC1may be determined, or the level of expression of KIAA1199, CEACAM5 andNTRK2 may be determined, or the level of expression of KIAA1199, CEACAM5and RASGRF2 may be determined, or the level of expression of KIAA1199,CTHRC1 and NTRK2 may be determined, or the level of expression ofKIAA1199, CTHRC1 and RASGRF2 may be determined, or the level ofexpression of KIAA1199, NTRK2 and RASGRF2 may be determined. In additionthereto, the level of expression of at least one further gene selectedfrom ELF5, AZGP1, PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2 and RNDIand/or the level of expression of at least one further gene selectedfrom DMBT1, TMSB15A, DPP6, SLC51B and NUDT11 (particularly DMBT1 and/orTMSB15A) may also be determined.

In a further embodiment of the method according to the second aspect ofthe invention, it is preferred that the level of expression of KIAA1199and at least one further gene selected from ELF5, AZGP1, PRRX1, AQP3,SFN, GPR110, GDF15, RASGRF2 and RND1 is determined in the sampleobtained from the subject. In this embodiment, it is furthermorepreferred that the level of expression of at least two of theaforementioned further genes is determined. For example, the level ofexpression of KIAA1199, ELF5 and AZGP1 may be determined, or the levelof expression of KIAA1199, ELF5 and PRRX1 may be determined, or thelevel of expression of KIAA1199, ELF5 and AQP3 may be determined, or thelevel of expression of KIAA1199, ELF5 and SFN may be determined, or thelevel of expression of KIAA1199, ELF5 and GPR110 may be determined, orthe level of expression of KIAA1199, ELF5 and GDF15 may be determined,or the level of expression of KIAA1199, ELF5 and RASGRF2 may bedetermined, or the level of expression of KlAA1199, ELF5 and RND1 may bedetermined, or the level of expression of KlAA1199, AZGP1 and PRRX1 maybe determined, or the level of expression of KIAA1199, AZGP1 and AQP3may be determined, or the level of expression of KIAA1199, AZGP1 and SFNmay be determined, or the level of expression of KIAA1199, AZGP1 andGPR110 may be determined, or the level of expression of KIAA1199, AZGP1and GDF15 may be determined, or the level of expression of KIAA1199,AZGP1 and RASGRF2 may be determined, or the level of expression ofKlAA1199, AZGP1 and RND1 may be determined, or the level of expressionof KIAA1199, PRRX1 and AQP3 may be determined, or the level ofexpression of KIAA1199, PRRX1 and SFN may be determined, or the level ofexpression of KIAA1199, PRRX1 and GPR110 may be determined, or the levelof expression of KIAA1199, PRRX1 and GDF15 may be determined, or thelevel of expression of KIAA1199, PRRX1 and RASGRF2 may be determined, orthe level of expression of KIAA1 199, PRRX1 and RND1 may be determined,or the level of expression of KIAA1199, AQP3 and SFN may be determined,or the level of expression of KIAA1199, AQP3 and GPR110 may bedetermined, or the level of expression of KIAA1199, AQP3 and GDF15 maybe determined, or the level of expression of KIAA1199, AQP3 and RASGRF2may be determined, or the level of expression of KIAA1199, AQP3 and RND1may be determined, or the level of expression of KIAA1199, SFN andGPR110 may be determined, or the level of expression of KIAA1199, SFNand GDF15 may be determined, or the level of expression of KIAA1199, SFNand RASGRF2 may be determined, or the level of expression of KIAA1199,SFN and RND1 may be determined, or the level of expression of KIAA1199,GPR110 and GDF15 may be determined, or the level of expression ofKIAA1199, GPR110 and RASGRF2 may be determined, or the level ofexpression of KIAA1199, GPR110 and RND1 may be determined, or the levelof expression of KIAA1199, GDF15 and RASGRF2 may be determined, or thelevel of expression of KIAA1199, GDF15 and RND1 may be determined, orthe level of expression of KIAA1199, RASGRF2 and RND1 may be determined.In addition thereto, the level of expression of at least one furthergene selected from FGG, CYP1A1, CEACAM5, CTHRC1, NTRK2 and RASGRF2and/or the level of expression of at least one further gene selectedfrom DMBT1, TMSB15A, DPP6, SLC51B and NUDT11 (particularly DMBT1 and/orTMSB15A) may also be determined.

In a further embodiment of the method according to the second aspect ofthe invention, it is preferred that the level of expression of KIAA1199and at least one further gene selected from DMBT1, TMSB15A, DPP6, SLC51Band NUDT11 is determined in the sample obtained from the subject. Inthis embodiment, it is furthermore preferred that the level ofexpression of at least two of the aforementioned further genes isdetermined. For example, the level of expression of KIAA1199, DMBT1 andTMSB15A may be determined, or the level of expression of KIAA1199, DMBT1and DPP6 may be determined, or the level of expression of KIAA1199,DMBT1 and SLC51B may be determined, or the level of expression ofKIAA1199, DMBT1 and NUDT11 may be determined, or the level of expressionof KIAA1199, TMSB15A and DPP6 may be determined, or the level ofexpression of KIAA1199, TMSB15A and SLC51B may be determined, or thelevel of expression of KIAA1199, TMSB15A and NUDT11 may be determined,or the level of expression of KIAA1199, DPP6 and SLC51B may bedetermined, or the level of expression of KIAA1199, DPP6 and NUDT11 maybe determined, or the level of expression of KIAA1199, SLC51B and NUDT11may be determined. In addition thereto, the level of expression of atleast one further gene selected from FGG, CYP1A1, CEACAM5, CTHRC1, NTRK2and RASGRF2 and/or the level of expression of at least one further geneselected from ELF5, AZGP1, PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2 andRND1 may also be determined.

In the method according to the second aspect of the invention, it isparticularly preferred that the level of expression of KIAA1199 and atleast one further gene selected from DMBT1 and TMSB15A is determined inthe sample obtained from the subject. Accordingly, it is preferred thatthe level of expression of KIAA1199 and DMBT1 is determined, or that thelevel of expression of KIAA1199 and TMSB15A is determined. Mostpreferably, the level of expression of KIAA1199, DMBT1 and TMSB15A isdetermined in the sample obtained from the subject. For example, thelevel of expression of KIAA1199, DMBT1, TMSB15A and at least one furthergene selected from FGG, CYP1A1, CEACAM5, CTHRC1, NTRK2, RASGRF2, ELF5,AZGP1, PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, DPP6, SLC51B andNUDT11 may be determined.

In one embodiment of the method according to the third aspect of theinvention, it is preferred that the level of expression of KIAA1199 andat least one further gene selected from FGG, CYP1A1, CEACAM5, CTHRC1,NTRK2 and RASGRF2 is determined in the sample obtained from the subject.In this embodiment, it is furthermore preferred that the level ofexpression of at least two of the aforementioned further genes isdetermined. For example, the level of expression of KIAA1199, FGG andCYP1A1 may be determined, or the level of expression of KIAA1199, FGGand CEACAM5 may be determined, or the level of expression of KIAA1199,FGG and CTHRC1 may be determined, or the level of expression ofKIAA1199, FGG and NTRK2 may be determined, or the level of expression ofKIAA1199, FGG and RASGRF2 may be determined, or the level of expressionof KIAA1199, CYP1A1 and CEACAM5 may be determined, or the level ofexpression of KIAA1199, CYP1A1 and CTHRC1 may be determined, or thelevel of expression of KIAA1199, CYP1A1 and NTRK2 may be determined, orthe level of expression of KIAA1199, CYP1A1 and RASGRF2 may bedetermined, or the level of expression of KIAA1199, CEACAM5 and CTHRC1may be determined, or the level of expression of KIAA1199, CEACAM5 andNTRK2 may be determined, or the level of expression of KIAA1199, CEACAM5and RASGRF2 may be determined, or the level of expression of KIAA1199,CTHRC1 and NTRK2 may be determined, or the level of expression ofKIAA1199, CTHRC1 and RASGRF2 may be determined, or the level ofexpression of KIAA1199, NTRK2 and RASGRF2 may be determined. In additionthereto, the level of expression of at least one further gene selectedfrom ELF5, AZGP1, PRRX1, AQP3, GPR110, GDF15, RASGRF2 and RND1 and/orthe level of expression of at least one further gene selected fromDMBT1, TMSB15A, DPP6, SLC51B and NUDT11 (particularly DMBT1 and/orTMSB15A) may also be determined.

In a further embodiment of the method according to the third aspect ofthe invention, it is preferred that the level of expression of KIAA1199and at least one further gene selected from ELF5, AZGP1, PRRX1, AQP3,SFN, GPR110, GDF15, RASGRF2 and RND1 is determined in the sampleobtained from the subject. In this embodiment, it is furthermorepreferred that the level of expression of at least two of theaforementioned further genes is determined. For example, the level ofexpression of KIAA1199, ELF5 and AZGP1 may be determined, or the levelof expression of KIAA1199, ELF5 and PRRX1 may be determined, or thelevel of expression of KIAA1199, ELF5 and AQP3 may be determined, or thelevel of expression of KIAA1199, ELF5 and SFN may be determined, or thelevel of expression of KIAA1199, ELF5 and GPR110 may be determined, orthe level of expression of KIAA1199, ELF5 and GDF15 may be determined,or the level of expression of KIAA1199, ELF5 and RASGRF2 may bedetermined, or the level of expression of KIAA1199, ELF5 and RND1 may bedetermined, or the level of expression of KIAA1199, AZGP1 and PRRX1 maybe determined, or the level of expression of KIAA1199, AZGP1 and AQP3may be determined, or the level of expression of KIAA1199, AZGP1 and SFNmay be determined, or the level of expression of KIAA1199, AZGP1 andGPR110 may be determined, or the level of expression of KIAA1199, AZGP1and GDF15 may be determined, or the level of expression of KIAA1199,AZGP1 and RASGRF2 may be determined, or the level of expression ofKIAA1199, AZGP1 and RND1 may be determined, or the level of expressionof KIAA1199, PRRX1 and AQP3 may be determined, or the level ofexpression of KIAA1199, PRRX1 and SFN may be determined, or the level ofexpression of KIAA1199, PRRX1 and GPR110 may be determined, or the levelof expression of KIAA1199, PRRX1 and GDF15 may be determined, or thelevel of expression of KIAA1199, PRRX1 and RASGRF2 may be determined, orthe level of expression of KIAA1199, PRRX1 and RND1 may be determined,or the level of expression of KIAA1199, AQP3 and SFN may be determined,or the level of expression of KIAA1199, AQP3 and GPR110 may bedetermined, or the level of expression of KIAA1199, AQP3 and GDF15 maybe determined, or the level of expression of KIAA1199, AQP3 and RASGRF2may be determined, or the level of expression of KIAA1199, AQP3 and RND1may be determined, or the level of expression of KIAA1199, SFN andGPR110 may be determined, or the level of expression of KIAA1199, SFNand GDF15 may be determined, or the level of expression of KIAA1199, SFNand RASGRF2 may be determined, or the level of expression of KIAA1199,SFN and RND1 may be determined, or the level of expression of KIAA1199,GPR110 and GDF15 may be determined, or the level of expression ofKIAA1199, GPR110 and RASGRF2 may be determined, or the level ofexpression of KIAA1199, GPR110 and RND1 may be determined, or the levelof expression of KIAA1199, GDF15 and RASGRF2 may be determined, or thelevel of expression of KIAA1199, GDF15 and RND1 may be determined, orthe level of expression of KIAA1199, RASGRF2 and RND1 may be determined.In addition thereto, the level of expression of at least one furthergene selected from FGG, CYP1A1, CEACAM5, CTHRC1, NTRK2 and RASGRF2and/or the level of expression of at least one further gene selectedfrom DMBT1, TMSB15A, DPP6, SLC51B and NUDT11 (particularly DMBT1 and/orTMSB15A) may also be determined.

In a further embodiment of the method according to the third aspect ofthe invention, it is preferred that the level of expression of KIAA1199and at least one further gene selected from DMBT1, TMSB15A, DPP6, SLC51Band NUDT11 is determined in the sample obtained from the subject. Inthis embodiment, it is furthermore preferred that the level ofexpression of at least two of the aforementioned further genes isdetermined. For example, the level of expression of KIAA1199, DMBT1 andTMSB15A may be determined, or the level of expression of KIAA1199, DMBT1and DPP6 may be determined, or the level of expression of KIAA1199,DMBT1 and SLC51B may be determined, or the level of expression ofKIAA1199, DMBT1 and NUDT11 may be determined, or the level of expressionof KIAA1199, TMSB15A and DPP6 may be determined, or the level ofexpression of K1AA1199, TMSB15A and SLC51B may be determined, or thelevel of expression of KIAA1199, TMSB15A and NUDT11 may be determined,or the level of expression of KIAA1199, DPP6 and SLC51B may bedetermined, or the level of expression of KIAA1199, DPP6 and NUDT11 maybe determined, or the level of expression of KIAA1199, SLC51B and NUDT11may be determined. In addition thereto, the level of expression of atleast one further gene selected from FGG, CYP1A1, CEACAM5, CTHRC1, NTRK2and RASGRF2 and/or the level of expression of at least one further geneselected from ELF5, AZGP1, PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2 andRND1 may also be determined.

In the method according to the third aspect of the invention, it isparticularly preferred that the level of expression of KIAA1199 and atleast one further gene selected from DMBT1 and TMSB15A is determined inthe sample obtained from the subject. AccOrdingly, it is preferred thatthe level of expression of K1AA1199 and DMBT1 is determined, or that thelevel of expression of KIAA1199 and TMSB15A is determined. Mostpreferably, the level of expression of KIAA1199, DMBT1 and TMSB15A isdetermined in the sample obtained from the subject.

In one embodiment of the method according to the fourth aspect of theinvention, it is preferred that the level of expression of KIAA1199 andat least one further gene selected from FGG, CYP1A1, CEACAM5, CTHRC1,NTRK2 and RASGRF2 is determined in the sample obtained from the subject.In this embodiment, it is furthermore preferred that the level ofexpression of at least two of the aforementioned further genes isdetermined. For example, the level of expression of KIAA1199, FGG andCYP1A1 may be determined, or the level of expression of KIAA1199, FGGand CEACAM5 may be determined, or the level of expression of KIAA1199,FGG and CTHRC1 may be determined, or the level of expression ofK1AA1199, FGG and NTRK2 may be determined, or the level of expression ofKIAA1199, FGG and RASGRF2 may be determined, or the level of expressionof KIAA1199, CYP1A1 and CEACAM5 may be determined, or the level ofexpression of KIAA1199, CYP1A1 and CTHRC1 may be determined, or thelevel of expression of KIAA1199, CYP1A1 and NTRK2 may be determined, orthe level of expression of KIAA1199, CYP1A1 and RASGRF2 may bedetermined, or the level of expression of KIAA1199, CEACAM5 and CTHRC1may be determined, or the level of expression of KIAA1199, CEACAM5 andNTRK2 may be determined, or the level of expression of KIAA1199, CEACAM5and RASGRF2 may be determined, or the level of expression of KIAA1199,CTHRC1 and NTRK2 may be determined, or the level of expression ofKIAA1199, CTHRC1 and RASGRF2 may be determined, or the level ofexpression of KIAA1199, NTRK2 and RASGRF2 may be determined. In additionthereto, the level of expression of at least one further gene selectedfrom ELF5, AZGP1, PRRX1, AQP3, GPR110, GDF15, RASGRF2 and RND1 and/orthe level of expression of at least one further gene selected from DMBT1and TMSB15A may also be determined.

In a further embodiment of the method according to the fourth aspect ofthe invention, it is preferred that the level of expression of KIAA1199and at least one further gene selected from ELF5, AZGP1, PRRX1, AQP3,GPR110, GDF15, RASGRF2 and RND1 is determined in the sample obtainedfrom the subject. In this embodiment, it is furthermore preferred thatthe level of expression of at least two of the aforementioned furthergenes is determined. For example, the level of expression of KIAA1199,ELF5 and AZGP1 may be determined, or the level of expression ofKIAA1199, ELF5 and PRRX1 may be determined, or the level of expressionof KIAA1199, ELF5 and AQP3 may be determined, or the level of expressionof KIAA1199, ELF5 and GPR110 may be determined, or the level ofexpression of KIAA1199, ELF5 and GDF15 may be determined, or the levelof expression of KIAA1199, ELF5 and RASGRF2 may be determined, or thelevel of expression of KIAA1199. ELF5 and RND1 may be determined, or thelevel of expression of KIAA1199, AZGP1 and PRRX1 may be determined, orthe level of expression of KIAA1199, AZGP1 and AQP3 may be determined,or the level of expression of KIAA1199, AZGP1 and GPR110 may bedetermined, or the level of expression of KIAA1199, AZGP1 and GDF15 maybe determined, or the level of expression of KIAA1199, AZGP1 and RASGRF2may be determined, or the level of expression of KIAA1199, AZGP1 andRND1 may be determined, or the level of expression of KIAA1199, PRRX1and AQP3 may be determined, or the level of expression of KIAA1199,PRRX1 and GPR110 may be determined, or the level of expression ofKIAA1199, PRRX1 and GDF15 may be determined, or the level of expressionof KIAA1199, PRRX1 and RASGRF2 may be determined, or the level ofexpression of KIAA1199, PRRX1 and RND1 may be determined, or the levelof expression of KIAA1199, AQP3 and GPR110 may be determined, or thelevel of expression of KIAA1199, AQP3 and GDF15 may be determined, orthe level of expression of KIAA1199, AQP3 and RASGRF2 may be determined,or the level of expression of KIAA1199, AQP3 and RND1 may be determined,or the level of expression of KIAA1199, GPR110 and GDF15 may bedetermined, or the level of expression of KIAA1199, GPR110 and RASGRF2may be determined, or the level of expression of KIAA1199, GPR110 andRND1 may be determined, or the level of expression of KIAA1199, GDF15and RASGRF2 may be determined, or the level of expression of KIAA1199,GDF15 and RND1 may be determined, or the level of expression ofKIAA1199, RASGRF2 and RND1 may be determined. In addition thereto, thelevel of expression of at least one further gene selected from FGG,CYP1A1, CEACAM5, CTHRC1, NTRK2 and RASGRF2 and/or the level ofexpression of at least one further gene selected from DMBT1 and TMSB15Amay also be determined.

In the method according to the fourth aspect of the invention, it isparticularly preferred that the level of expression of KIAA1199 and atleast one further gene selected from DMBT1 and TMSB15A is determined inthe sample obtained from the subject. Accordingly, it is preferred thatthe level of expression of KIAA1199 and DMBT1 is determined, or that thelevel of expression of KIAA1199 and TMSB15A is determined. Mostpreferably, the level of expression of KIAA1199, DMBT1 and TMSB15A isdetermined in the sample obtained from the subject.

In the method according to the second aspect of the invention,preferably, it is determined that the subject is prone to developprogressive COPD if the level of expression of a majority of the numberof genes tested (i.e., of the number of genes, the expression of whichhas been tested) is altered in the sense that (i) the level ofexpression of KIAA1199, DMBT1, ELF5, AZGP1, PRRX1, AQP3, SFN, GPR110,GDF15, RASGRF2, RND1, FGG, CEACAMS, AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2,NTRK2 and/or COMP in the sample from the subject is increased ascompared to the control expression level of the corresponding gene(s)and (ii) the level of expression of TMSB15A, DPP6, SLC51B, NUDT11,PLA1A, HYAL2, CST6, ITGA10, CTHRC1, TAL1, FIBIN, BEXS, BEX1, ESM1 and/orGHRL in the sample from the subject is decreased as compared to thecontrol expression level of the corresponding gene(s). If only onemarker gene (i.e., KIAA1199) is tested, then the alteration of the levelof expression of this marker gene is decisive for determining whether ornot the subject is prone to develop progressive COPD. If two or moremarker genes are tested, then a decrease or increase in the level ofexpression of a majority of the number of these marker genes is requiredfor determining that the subject is prone to develop progressive COPD.The term “majority” (as in the expression “majority of the number ofgenes tested”) means more than 50% of the number of the marker genestested.

In accordance with the second aspect, it is furthermore preferred thatan alteration in the level of expression of at least 60%, morepreferably at least 70%, even more preferably at least 80%, and stillmore preferably at least 90% of the number of genes tested—i.e., analteration in the sense that (i) the level of expression of KIAA1199,DMBT1, ELF5, AZGP1, PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, FGG,CEACAM5, AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, NTRK2 and/or COMP in thesample from the subject is increased as compared to the controlexpression level of the corresponding gene(s) and (ii) the level ofexpression of TMSB15A, DPP6, SLC51B, NUDT11, PLA1A, HYAL2, CST6, ITGA10,CTHRC1, TAL1, FIBIN, BEX5, BEX1, ESM1 and/or GHRL in the sample from thesubject is decreased as compared to the control expression level of thecorresponding gene(s)—is required for determining that the subject isprone to develop progressive COPD.

The decrease or increase in the level of expression of the markergene(s) tested which is required for determining that the subject isprone to develop progressive COPD in accordance with the second aspectis preferably at least a 1.5-fold decrease or increase, more preferablyat least a 2-fold decrease or increase, even more preferably at least a3-fold decrease or increase, even more preferably at least a 5-folddecrease or increase, and yet even more preferably at least a 10-folddecrease or increase.

In a preferred embodiment of the method according to the second aspectof the invention, it is determined that the subject to be tested isprone to develop progressive COPD if the level of expression of amajority of the number of genes tested is altered in the sense that (i)the level of expression of KIAA1199, DMBT1, ELF5, AZGP1, PRRX1, AQP3,SFN, GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5, AHRR, CXCL3, CYP1A1,CYP1B1, CYP1A2, NTRK2 and/or COMP in the sample from the subject is atleast 3-fold (more preferably at least 5-fold, even more preferably atleast 10-fold) increased as compared to the control expression level ofthe corresponding gene(s) and (ii) the level of expression of TMSB15A,DPP6, SLC51B, NUDT11, PLA1A, HYAL2, CST6, ITGA10, CTHRC1, TAL1, FIBIN,BEX5, BEX1, ESM1 and/or GHRL in the sample from the subject is at least3-fold (more preferably at least 5-fold, even more preferably at least10-fold) decreased as compared to the control expression level of thecorresponding gene(s).

In a further preferred embodiment of the method according to the secondaspect of the invention, it is determined that the subject to be testedis prone to develop progressive COPD if the level of expression of atleast 70% (more preferably at least 80%, and even more preferably atleast 90%) of the number of genes tested is altered in the sense that(i) the level of expression of KIAA1199, DMBT1, ELFS, AZGP1, PRRX1,AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5, AHRR, CXCL3,CYP1A1, CYP1B1, CYP1A2, NTRK2 and/or COMP in the sample from the subjectis increased as compared to the control expression level of thecorresponding gene(s) and (ii) the level of expression of TMSB15A, DPP6,SLC51B, NUDT11, PLA1A, HYAL2, CST6, ITGA10, CTHRC1, TAL1, FIBIN, BEX5,BEX1, ESM1 and/or GHRL in the sample from the subject is decreased ascompared to the control expression level of the corresponding gene(s).

In a further preferred embodiment of the method according to the secondaspect of the invention, it is determined that the subject to be testedis prone to develop progressive COPD if the level of expression of atleast 70% (more preferably at least 80%, and even more preferably atleast 90%) of the number of genes tested is altered in the sense that(i) the level of expression of KIAA1199, DMBT1, ELF5, AZGP1, PRRX1,AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5, AHRR, CXCL3,CYP1A1, CYP1B1, CYP1A2, NTRK2 and/or COMP in the sample from the subjectis at least 3-fold (more preferably at least 5-fold, even morepreferably at least 10-fold) increased as compared to the controlexpression level of the corresponding gene(s) and (ii) the level ofexpression of TMSB15A, DPP6, SLC51B, NUDT11, PLA1A, HYAL2, CST6, ITGA10,CTHRC1, TAL1, FIBIN, BEXS, BEX1, ESM1 and/or GHRL in the sample from thesubject is at least 3-fold (more preferably at least 5-fold, even morepreferably at least 10-fold) decreased as compared to the controlexpression level of the corresponding gene(s).

In the method according to the second aspect of the invention, it isparticularly preferred to determine the level of expression of KIAA1199and DMBT1 since the disease stage of COPD is particularly well reflectedby the expression patterns of these marker genes. While an initialdecrease in the expression of KIAA1199 and a simultaneous increase inthe expression of DMBT1 is observed when a subject develops stable COPD,the ratio between the expression levels of KIAA1199 and DMBT1 changesupon entering the progressive stage of COPD, i.e., the expression ofKIAA1199 increases while the expression of DMBT1 decreases. Therefore,in a particularly preferred embodiment of the method according to thesecond aspect, if the difference between the expression levels of DMBT1and KIAA1199 (i.e., the expression level of DMBT1 minus the expressionlevel of KIAA1199) in the sample from the subject is increased ascompared to the difference between the control expression levels ofDMBT1 and KIAA1199 (i.e., as compared to the value obtained whensubtracting the control expression level of KIAA1199 from the controlexpression level of DMBT1) by a factor of more than 2^(3.63) (i.e., by afactor of more than 12.38; preferably by a factor of more than 2^(3.8),i.e., more than 13.93; and more preferably by a factor of more than 2⁴,i.e., more than 16), then it is determined that the subject is prone todevelop progressive COPD. This procedure allows to particularly reliablydistinguish between progressive COPD and stable COPD (see also FIG. 6E)and, thus, further improves the accurateness of the method of assessingthe susceptibility of a subject to develop progressive COPD inaccordance with the second aspect of the invention.

In the method according to the third aspect of the invention,preferably, it is determined that the subject suffers from stable COPDor is prone to suffer from stable COPD if the level of expression of amajority (i.e., more than 50%) of the number of genes tested is alteredin the sense that (i) the level of expression of DMBT1, ELF5, AZGP1,PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, FGG, CEACAMS, AHRR,CXCL3, CYP1A1, CYP1B1, CYP1A2, NTRK2 and/or COMP in the sample from thesubject is increased as compared to the control expression level of thecorresponding gene(s) and (ii) the level of expression of KIAA1199,TMSB15A, DPP6, SLC51B, NUDT11, PLA1A, HYAL2, CST6, ITGA10, CTHRC1, TAL1,FIBIN, BEX5, BEX1, ESM1 and/or GHRL in the sample from the subject isdecreased as compared to the control expression level of thecorresponding gene(s).

In accordance with the third aspect, it is furthermore preferred that analteration in the level of expression of at least 60%, more preferablyat least 70%, even more preferably at least 80%, and still morepreferably at least 90% of the number of genes tested—i.e., analteration in the sense that (i) the level of expression of DMBT1, ELF5,AZGP1, PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, FGG, CEACAMS,AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, NTRK2 and/or COMP in the samplefrom the subject is increased as compared to the control expressionlevel of the corresponding gene(s) and (ii) the level of expression ofKIAA1199, TMSB15A, DPP6, SLC51B, NUDT11, PLA1A, HYAL2, CST6, ITGA10,CTHRC1, TAL1, FIBIN, BEX5, BEX1, ESM1 and/or GHRL in the sample from thesubject is decreased as compared to the control expression level of thecorresponding gene(s)—is required for determining that the subjectsuffers from stable COPD or is prone to suffer from stable COPD.

The decrease or increase in the level of expression of the markergene(s) tested which is required for determining that the subjectsuffers from stable COPD or is prone to suffer from stable COPD inaccordance with the third aspect is preferably at least a 1.5-folddecrease or increase, more preferably at least a 2-fold decrease orincrease, even more preferably at least a 3-fold decrease or increase,even more preferably at least a 5-fold decrease or increase, and yeteven more preferably at least a 10-fold decrease or increase.

In a preferred embodiment of the method according to the third aspect ofthe invention, it is determined that the subject to be tested suffersfrom stable COPD or is prone to suffer from stable COPD if the level ofexpression of a majority of the number of genes tested is altered in thesense that (i) the level of expression of DMBT1, ELF5, AZGP1, PRRX1,AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, FGG, CEACAMS, AHRR, CXCL3,CYP1A1, CYP1B1, CYP1A2, NTRK2 and/or COMP in the sample from the subjectis at least 3-fold (more preferably at least 5-fold, even morepreferably at least 10-fold) increased as compared to the controlexpression level of the corresponding gene(s) and (ii) the level ofexpression of KIAA1199, TMSB15A, DPP6, SLC51B, NUDT11, PLA1A, HYAL2,CST6, ITGA10, CTHRC1, TAL1, FIBIN, BEX5, BEX1, ESM1 and/or GHRL in thesample from the subject is at least 3-fold (more preferably at least5-fold, even more preferably at least 10-fold) decreased as compared tothe control expression level of the corresponding gene(s).

In a further preferred embodiment of the method according to the thirdaspect of the invention, it is determined that the subject to be testedsuffers from stable COPD or is prone to suffer from stable COPD if thelevel of expression of at least 70% (more preferably at least 80%, andeven more preferably at least 90%) of the number of genes tested isaltered in the sense that (i) the level of expression of DMBT1, ELFS,AZGP1, PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, FGG, CEACAMS,AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, NTRK2 and/or COMP in the samplefrom the subject is increased as compared to the control expressionlevel of the corresponding gene(s) and (ii) the level of expression ofKIAA1199, TIV1SB15A, DPP6, SL051B, NUDT11, PLA1A, HYAL2, CST6, ITGA10,CTHRC1, TAL1, FIBIN, BEX5, BEX1, ESM1 and/or GHRL in the sample from thesubject is decreased as compared to the control expression level of thecorresponding gene(s).

In a further preferred embodiment of the method according to the thirdaspect of the invention, it is determined that the subject to be testedsuffers from stable COPD or is prone to suffer from stable COPD if thelevel of expression of at least 70% (more preferably at least 80%, andeven more preferably at least 90%) of the number of genes tested isaltered in the sense that (i) the level of expression of DMBT1, ELFS,AZGP1, PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, FGG, CEACAMS,AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, NTRK2 and/or COMP in the samplefrom the subject is at least 3-fold (more preferably at least 5-fold,even more preferably at least 10-fold) increased as compared to thecontrol expression level of the corresponding gene(s) and (ii) the levelof expression of KIAA1199, TMSB15A, DPP6, SLC51B, NUDT11, PLA1A, HYAL2,CST6, ITGA10, CTHRC1, TAL1, FIBIN, BEX5, BEX1, ESM1 and/or GHRL in thesample from the subject is at least 3-fold (more preferably at least5-fold, even more preferably at least 10-fold) decreased as compared tothe control expression level of the corresponding gene(s).

In the method according to the fourth aspect of the invention,preferably, it is determined that the subject is prone to developprogressive COPD if the level of expression of a majority (i.e., morethan 50%) of the number of genes tested is altered in the sense that (i)the level of expression of KIAA1199, GPR110, GDF15, RASGRF2, RND1, FGG,CEACAMS, HYAL2, AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, CST6, NTRK2 and/orTALI in the sample from the subject is increased as compared to thecontrol expression level of the corresponding gene(s) and (ii) the levelof expression of DMBT1, ELF5, AZGP1, PRRX1, AQP3, COMP, ITGA10, CTHRC1,BEX1 and/or GHRL in the sample from the subject is decreased as comparedto the control expression level of the corresponding gene(s).

In accordance with the fourth aspect, it is furthermore preferred thatan alteration in the level of expression of at least 60%, morepreferably at least 70%, even more preferably at least 80%, and stillmore preferably at least 90% of the number of genes tested—i.e., analteration in the sense that (i) the level of expression of KIAA1199,GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5, HYAL2, AHRR, CXCL3, CYP1A1,CYP1B1, CYP1A2, CST6, NTRK2 and/or TAU in the sample from the subject isincreased as compared to the control expression level of thecorresponding gene(s) and (ii) the level of expression of DMBT1, ELF5,AZGP1, PRRX1, AQP3, COMP, ITGA10, CTHRC1, BEX1 and/or GHRL in the samplefrom the subject is decreased as compared to the control expressionlevel of the corresponding gene(s)—is required for determining that thesubject is prone to develop progressive COPD.

The decrease or increase in the level of expression of the markergene(s) tested which is required for determining that the subject isprone to develop progressive COPD in accordance with the fourth aspectis preferably at least a 1.5-fold decrease or increase, more preferablyat least a 2-fold decrease or increase, even more preferably at least a3-fold decrease or increase, even more preferably at least a 5-folddecrease or increase, and yet even more preferably at least a 10-folddecrease or increase.

In a preferred embodiment of the method according to the fourth aspectof the invention, it is determined that the subject to be tested isprone to develop progressive COPD if the level of expression of amajority of the number of genes tested is altered in the sense that (i)the level of expression of KIAA1199, GPR110, GDF15, RASGRF2, RND1, FGG,CEACAM5, HYAL2, AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, CST6, NTRK2 and/orTAL1 in the sample from the subject is at least 3-fold (more preferablyat least 5-fold, even more preferably at least 10-fold) increased ascompared to the control expression level of the corresponding gene(s)and (ii) the level of expression of DMBT1, ELF5, AZGP1, PRRX1, AQP3,COMP, ITGA10, CTHRC1, BEX1 and/or GHRL in the sample from the subject isat least 3-fold (more preferably at least 5-fold, even more preferablyat least 10-fold) decreased as compared to the control expression levelof the corresponding gene(s).

In a further preferred embodiment of the method according to the fourthaspect of the invention, it is determined that the subject to be testedis prone to develop progressive COPD if the level of expression of atleast 70% (more preferably at least 80%, and even more preferably atleast 90%) of the number of genes tested is altered in the sense that(i) the level of expression of KIAA1199, GPR110, GDF15, RASGRF2, RND1,FGG, CEACAM5, HYAL2, AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, CST6, NTRK2and/or TAL1 in the sample from the subject is increased as compared tothe control expression level of the corresponding gene(s) and (ii) thelevel of expression of DMBT1, ELF5, AZGP1, PRRX1, AQP3, COMP, ITGA10,CTHRC1, BEX1 and/or GHRL in the sample from the subject is decreased ascompared to the control expression level of the corresponding gene(s).

In a further preferred embodiment of the method according to the fourthaspect of the invention, it is determined that the subject to be testedis prone to develop progressive COPD if the level of expression of atleast 70% (more preferably at least 80%, and even more preferably atleast 90%) of the number of genes tested is altered in the sense that(i) the level of expression of KIAA1199, GPR110, GDF15, RASGRF2, RND1,FGG, CEACAM5, HYAL2, AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, CST6, NTRK2and/or TAL1 in the sample from the subject is at least 3-fold (morepreferably at least 5-fold, even more preferably at least 10-fold)increased as compared to the control expression level of thecorresponding gene(s) and (ii) the level of expression of DMBT1, ELF5,AZGP1, PRRX1, AQP3, COMP, ITGA10, CTHRC1, BEX1 and/or GHRL in the samplefrom the subject is at least 3-fold (more preferably at least 5-fold,even more preferably at least 10-fold) decreased as compared to thecontrol expression level of the corresponding gene(s).

The present invention furthermore relates to the use of the geneKIAA1199 as a marker in an in vitro diagnostic method of assessing thesusceptibility of a subject to develop progressive COPD. In particular,in accordance with the fifth aspect, the invention relates to the use ofa pair of primers for (i.e., binding to) a transcript of the geneKIAA1199 in an in vitro diagnostic method of assessing thesusceptibility of a subject to develop progressive COPD. Non-limitingexamples of such an in vitro method are the methods according to thesecond aspect of the present invention. The transcript is preferably anmRNA of the gene KIAA1199 (e.g., the specific mRNA of KIAA1199 listed inTable 1 above) or a cDNA synthesized from the mRNA of the gene KIAA1199(e.g., a cDNA synthesized from the specific mRNA of KIAA1199 listed inTable 1 above). The primers can be designed using methods known in theart (as also described, e.g., in Green et al., 2012) so as to allow thespecific amplification/quantification of the transcript of the geneKIAA1199. Furthermore, the primers are preferably DNA primers. The invitro diagnostic method of assessing the susceptibility of a subject todevelop progressive COPD, in which the pair of primers is to be used,preferably comprises a step of determining the expression level of thegene KIAA1199 in a sample obtained from the subject. The preferredfeatures/embodiments of the method according to the second aspect of thepresent invention as described herein, including in particular thepreferred embodiments of determining expression levels, the preferredembodiments of the sample, and the preferred embodiments of the subject,also apply to the method in which the pair of primers is to be used.

In accordance with the fifth aspect, the present invention also relatesto the use of a nucleic acid probe to (i.e., binding to) a transcript ofthe gene KIAA1199 in an in vitro diagnostic method of assessing thesusceptibility of a subject to develop progressive COPD. Non-limitingexamples of such an in vitro method are the methods according to thesecond aspect of the present invention. The transcript is preferably anmRNA of the gene KIAA1199 (e.g., the specific mRNA of KIAA1199 listed inTable 1 above) or a cDNA synthesized from the mRNA of the gene KIAA1199(e.g., a cDNA synthesized from the specific mRNA of KIAA1199 listed inTable 1 above). The nucleic acid probe comprises or consists of anucleic acid capable of hybridizing with the above-mentioned transcript.The nucleic acid probe is preferably a single-stranded DNA probe or asingle-stranded RNA probe, more preferably a single-stranded DNA probe.It is furthermore preferred that the nucleic acid probe (which may be,e.g., a single-stranded DNA or a single-stranded RNA, and is preferablya single-stranded DNA) is an oligonucleotide probe having, e.g., 10 to80 nucleotides, preferably 15 to 60 nucleotides, more preferably 20 to35 nucleotides, and even more preferably about 25 nucleotides. Suchnucleic acid probes can be designed using methods known in the art (asalso described, e.g., in Green et al., 2012) so as to allow the specificdetection and quantification of the transcript of the correspondinggene. The in vitro diagnostic method of assessing the susceptibility ofa subject to develop progressive COPD, in which the nucleic acid probeis to be used, preferably comprises a step of determining the expressionlevel of the gene KIAA1199 in a sample obtained from the subject, Thepreferred features/embodiments of the method according to the secondaspect of the invention as described herein, including in particular thepreferred embodiments of determining expression levels, the preferredembodiments of the sample, and the preferred embodiments of the subject,also apply to the method in which the nucleic acid probe is to be used.

In the fifth aspect, the invention further relates to the use of amicroarray comprising a nucleic acid probe to (i.e., binding to) atranscript of the gene KIAA1199 and optionally comprising nucleic acidprobes to the transcripts of one or more further genes selected fromDMBT1, TMSBI5A, DPP6, SLC51B, NUDT11, ELFS, AZGP1, PRRX1, AQP3, SFN,GPR110, GDF15, RASGRF2, RND1, PLA1A, FGG, CEACAMS, HYAL2, AHRR, CXCL3,CYP1A1, CYP1B1, CYP1A2, CST6, NTRK2, COMP, ITGA10, CTHRC1, TAL1, FIBIN,BEXS, BEX1, ESM1 and GHRL in an in vitro diagnostic method of assessingthe susceptibility of a subject to develop progressive COPD. Themicroarray preferably comprises nucleic acid probes to the transcript ofKIAA1199 and to the transcripts of at least one, more preferably atleast two, even more preferably at least three of the above-mentionedfurther genes. Each of the transcripts is preferably an mRNA of thecorresponding gene (including, e.g., any one of the correspondingspecific mRNAs listed in Table 1 above) or a cDNA synthesized from themRNA of the gene (including, e.g., a cDNA synthesized from any one ofthe corresponding specific mRNAs listed in Table 1 above). Each of thenucleic acid probes is preferably a single-stranded DNA probe or asingle-stranded RNA probe, more preferably a single-stranded DNA probe.It is furthermore preferred that the nucleic acid probes (which may be,e.g., single-stranded DNA or single-stranded RNA, preferablysingle-stranded DNA) are oligonucleotide probes having, e.g., 10 to 80nucleotides, preferably 15 to 60 nucleotides, more preferably 20 to 35nucleotides, and even more preferably about 25 nucleotides. The in vitrodiagnostic method of assessing the susceptibility of a subject todevelop progressive COPD, in which the microarray is to be used,preferably comprises a step of determining the expression level of thegene KIAA1199 and optionally of the one or more further genes in asample obtained from the subject. The preferred features/embodiments ofthe method according to the second aspect of the invention as describedherein, including in particular the preferred embodiments of determiningexpression levels, the preferred embodiments of the sample, and thepreferred embodiments of the subject, also apply to the method in whichthe microarray is to be used.

In accordance with the fifth aspect, the invention is also directed tothe use of an antibody against (i.e., binding to) the protein KIAA1199in an in vitro diagnostic method of assessing the susceptibility of asubject to develop progressive COPD. The antibody binds specifically tothe protein KIAA1199 and may be, e.g., a polyclonal antibody or amonoclonal antibody. Preferably, the antibody is a monoclonal antibody.The antibody may further be a full/intact immunoglobulin molecule or afragment/part thereof (such as, e.g., a separated light or heavy chain,an Fab fragment, an Fab/c fragment, an Fv fragment, an Fab′ fragment, oran F(ab′)₂ fragment), provided that the fragment/part substantiallyretains the binding specificity of the corresponding full immunoglobulinmolecule. The antibody may also be a modified and/or altered antibody,such as a chimeric or humanized antibody, a bifunctional ortrifunctional antibody, or an antibody construct (such as a single-chainvariable fragment (scFv) or an antibody-fusion protein). The antibodycan be prepared using methods known in the art, as also described, e.g.,in Harlow et al., 1998. For example, monoclonal antibodies can beprepared by methods such as the hybridoma technique (see, e.g., Kohleret al., 1975), the trioma technique, the human B-cell hybridomatechnique (see, e.g., Kozbor et al., 1983) or the EBV-hybridomatechnique (see, e.g., Cole et al., 1985). The protein KIAA1199 may be,e.g., the specific KIAA1199 protein listed in Table 1 above. The invitro diagnostic method of assessing the susceptibility of a subject todevelop progressive COPD, in which the antibody is to be used,preferably comprises a step of determining the amount of the proteinKIAA1199 in a sample obtained from the subject. The preferredfeatures/embodiments of the method according to the second aspect of theinvention as described herein, including in particular the preferredembodiments of determining the amount of a specific protein in a sample(as discussed in connection with the determination of translationlevels), the preferred embodiments of the sample, and the preferredembodiments of the subject, also apply to the method in which theantibody is to be used.

Moreover, in accordance with the seventh aspect, the present inventionrelates to the use of a pair of primers for (i.e., binding to) atranscript of the gene KIAA1199 in an in vitro method of diagnosingstable COPD in a subject or assessing the susceptibility of a subject todevelop stable COPD. Non-limiting examples of such an in vitro methodare the methods according to the third aspect of the present invention.The transcript is preferably an mRNA of the gene KIAA1199 (e.g., thespecific mRNA of KIAA1199 listed in Table 1 above) or a cDNA synthesizedfrom the mRNA of the gene KIAA1 199 (e.g., a cDNA synthesized from thespecific mRNA of KIAA1199 listed in Table 1 above). The primers can bedesigned using methods known in the art (as also described, e.g., inGreen et al., 2012) so as to allow the specificamplification/quantification of the transcript of the gene KIAA1199.Furthermore, the primers are preferably DNA primers. The in vitro methodof diagnosing stable COPD in a subject or assessing the susceptibilityof a subject to develop stable COPD, in which the pair of primers is tobe used, preferably comprises a step of determining the expression levelof the gene KIAA1199 in a sample obtained from the subject. Thepreferred features/embodiments of the method according to the thirdaspect of the present invention as described herein, including inparticular the preferred embodiments of determining expression levels,the preferred embodiments of the sample, and the preferred embodimentsof the subject, also apply to the method in which the pair of primers isto be used.

In accordance with the seventh aspect, the present invention alsorelates to the use of a nucleic acid probe to (i.e., binding to) atranscript of the gene KIAA1199 in an in vitro method of diagnosingstable COPD in a subject or assessing the susceptibility of a subject todevelop stable COPD. Non-limiting examples of such an in vitro methodare the methods according to the third aspect of the present invention.The transcript is preferably an mRNA of the gene KIAA1199 (e.g., thespecific mRNA of KIAA1199 listed in Table 1 above) or a cDNA synthesizedfrom the mRNA of the gene KIAA1199 (e.g., a cDNA synthesized from thespecific mRNA of KIAA1199 listed in Table 1 above). The nucleic acidprobe comprises or consists of a nucleic acid capable of hybridizingwith the above-mentioned transcript. The nucleic acid probe ispreferably a single-stranded DNA probe or a single-stranded RNA probe,more preferably a single-stranded DNA probe. It is furthermore preferredthat the nucleic acid probe (which may be, e.g., a single-stranded DNAor a single-stranded RNA, and is preferably a single-stranded DNA) is anoligonucleotide probe having, e.g., 10 to 80 nucleotides, preferably 15to 60 nucleotides, more preferably 20 to 35 nucleotides, and even morepreferably about 25 nucleotides. Such nucleic acid probes can bedesigned using methods known in the art (as also described, e.g., inGreen et al., 2012) so as to allow the specific detection andquantification of the transcript of the corresponding gene. The in vitromethod of diagnosing stable COPD in a subject or assessing thesusceptibility of a subject to develop stable COPD, in which the nucleicacid probe is to be used, preferably comprises a step of determining theexpression level of the gene KIAA1199 in a sample obtained from thesubject. The preferred features/embodiments of the method according tothe third aspect of the invention as described herein, including inparticular the preferred embodiments of determining expression levels,the preferred embodiments of the sample, and the preferred embodimentsof the subject, also apply to the method in which the nucleic acid probeis to be used.

In the seventh aspect, the invention further relates to the use of amicroarray comprising a nucleic acid probe to (i.e., binding to) atranscript of the gene KIAA1199 and optionally comprising nucleic acidprobes to the transcripts of one or more further genes selected fromDMBT1, TMSB15A, DPP6, SLC51B, NUDT11, ELFS, AZGP1, PRRX1, AQP3, SFN,GPR110, GDF15, RASGRF2, RND1, PLA1A, FGG, CEACAMS, HYAL2, AHRR, CXCL3,CYP1A1, CYP1B1, CYP1A2, CST6, NTRK2, COMP, ITGA10, CTHRC1, TAL1, FIBIN,BEX5, BEX1, ESM1 and GHRL in an in vitro method of diagnosing stableCOPD in a subject or assessing the susceptibility of a subject todevelop stable COPD. The microarray preferably comprises nucleic acidprobes to the transcript of KIAA1199 and to the transcripts of at leastone, more preferably at least two, even more preferably at least threeof the above-mentioned further genes. Each of the transcripts ispreferably an mRNA of the corresponding gene (including, e.g., any oneof the corresponding specific mRNAs listed in Table 1 above) or a cDNAsynthesized from the mRNA of the gene (including, e.g., a cDNAsynthesized from any one of the corresponding specific mRNAs listed inTable 1 above). Each of the nucleic acid probes is preferably asingle-stranded DNA probe or a single-stranded RNA probe, morepreferably a single-stranded DNA probe. It is furthermore preferred thatthe nucleic acid probes (which may be, e.g., single-stranded DNA orsingle-stranded RNA, preferably single-stranded DNA) are oligonucleotideprobes having, e.g., 10 to 80 nucleotides, preferably 15 to 60nucleotides, more preferably 20 to 35 nucleotides, and even morepreferably about 25 nucleotides. The in vitro method of diagnosingstable COPD in a subject or assessing the susceptibility of a subject todevelop stable COPD, in which the microarray is to be used, preferablycomprises a step of determining the expression level of the geneKIAA1199 and optionally of the one or more further genes in a sampleobtained from the subject. The preferred features/embodiments of themethod according to the third aspect of the invention as describedherein, including in particular the preferred embodiments of determiningexpression levels, the preferred embodiments of the sample, and thepreferred embodiments of the subject, also apply to the method in whichthe microarray is to be used.

In accordance with the seventh aspect, the invention is also directed tothe use of an antibody against (i.e., binding to) the protein KIAA1199in an in vitro method of diagnosing stable COPD in a subject orassessing the susceptibility of a subject to develop stable COPD. Theantibody binds specifically to the protein KIAA1199 and may be, e.g., apolyclonal antibody or a monoclonal antibody. Preferably, the antibodyis a monoclonal antibody. The antibody may further be a full/intactimmunoglobulin molecule or a fragment/part thereof (such as, e.g., aseparated light or heavy chain, an Fab fragment, an Fab/c fragment, anFv fragment, an Fab′ fragment, or an F(ab′)₂ fragment), provided thatthe fragment/part substantially retains the binding specificity of thecorresponding full immunoglobulin molecule. The antibody may also be amodified and/or altered antibody, such as a chimeric or humanizedantibody, a bifunctional or trifunctional antibody, or an antibodyconstruct (such as a single-chain variable fragment (scFv) or anantibody-fusion protein). The antibody can be prepared using methodsknown in the art, as also described, e.g., in Harlow et al., 1998. Forexample, monoclonal antibodies can be prepared by methods such as thehybridoma technique (see, e.g., Köhler et al., 1975), the triomatechnique, the human B-cell hybridoma technique (see, e.g., Kozbor etal., 1983) or the EBV-hybridoma technique (see, e.g., Cole et al.,1985). The protein KIAA1199 may be, e.g., the specific KIAA1199 proteinlisted in Table 1 above. The in vitro method of diagnosing stable COPDin a subject or assessing the susceptibility of a subject to developstable COPD, in which the antibody is to be used, preferably comprises astep of determining the amount of the protein KIAA1199 in a sampleobtained from the subject. The preferred features/embodiments of themethod according to the third aspect of the invention as describedherein, including in particular the preferred embodiments of determiningthe amount of a specific protein in a sample (as discussed in connectionwith the determination of translation levels), the preferred embodimentsof the sample, and the preferred embodiments of the subject, also applyto the method in which the antibody is to be used.

Furthermore, in accordance with the ninth aspect, the present inventionrelates to the use of a pair of primers for (i.e., binding to) atranscript of the gene KIAA1199 in an in vitro diagnostic method ofassessing the susceptibility of a subject suffering from stable COPD todevelop progressive COPD involving the appearance of irreversible lungdamage. Non-limiting examples of such an in vitro method are the methodsaccording to the fourth aspect of the present invention. The transcriptis preferably an mRNA of the gene KIAA1199 (e.g., the specific mRNA ofKIAA1199 listed in Table 1 above) or a cDNA synthesized from the mRNA ofthe gene KIAA1199 (e.g., a cDNA synthesized from the specific mRNA ofKIAA1199 listed in Table 1 above). The primers can be designed usingmethods known in the art (as also described, e.g., in Green et al.,2012) so as to allow the specific amplification/quantification of thetranscript of the gene KIAA1199. Furthermore, the primers are preferablyDNA primers. The in vitro diagnostic method of assessing thesusceptibility of a subject suffering from stable COPD to developprogressive COPD involving the appearance of irreversible lung damage,in which the pair of primers is to be used, preferably comprises a stepof determining the expression level of the gene KIAA1199 in a sampleobtained from the subject. The preferred features/embodiments of themethod according to the fourth aspect of the present invention asdescribed herein, including in particular the preferred embodiments ofdetermining expression levels, the preferred embodiments of the sample,and the preferred embodiments of the subject, also apply to the methodin which the pair of primers is to be used.

In accordance with the ninth aspect, the present invention also relatesto the use of a nucleic acid probe to (i.e., binding to) a transcript ofthe gene KIAA1199 in an in vitro diagnostic method of assessing thesusceptibility of a subject suffering from stable COPD to developprogressive COPD involving the appearance of irreversible lung damage.Non-limiting examples of such an in vitro method are the methodsaccording to the fourth aspect of the present invention. The transcriptis preferably an mRNA of the gene KIAA1199 (e.g., the specific mRNA ofKIAA1199 listed in Table 1 above) or a cDNA synthesized from the mRNA ofthe gene KIAA1199 (e.g., a cDNA synthesized from the specific mRNA ofKIAA1199 listed in Table 1 above). The nucleic acid probe comprises orconsists of a nucleic acid capable of hybridizing with theabove-mentioned transcript. The nucleic acid probe is preferably asingle-stranded DNA probe or a single-stranded RNA probe, morepreferably a single-stranded DNA probe. It is furthermore preferred thatthe nucleic acid probe (which may be, e.g., a single-stranded DNA or asingle-stranded RNA, and is preferably a single-stranded DNA) is anoligonucleotide probe having, e.g., 10 to 80 nucleotides, preferably 15to 60 nucleotides, more preferably 20 to 35 nucleotides, and even morepreferably about 25 nucleotides. Such nucleic acid probes can bedesigned using methods known in the art (as also described, e.g., inGreen et al., 2012) so as to allow the specific detection andquantification of the transcript of the corresponding gene. The in vitrodiagnostic method of assessing the susceptibility of a subject sufferingfrom stable COPD to develop progressive COPD involving the appearance ofirreversible lung damage, in which the nucleic acid probe is to be used,preferably comprises a step of determining the expression level of thegene KIAA1199 in a sample obtained from the subject. The preferredfeatures/embodiments of the method according to the fourth aspect of theinvention as described herein, including in particular the preferredembodiments of determining expression levels, the preferred embodimentsof the sample, and the preferred embodiments of the subject, also applyto the method in which the nucleic acid probe is to be used.

In the ninth aspect, the invention further relates to the use of amicroarray comprising a nucleic acid probe to (i.e., binding to) atranscript of the gene KIAA1199 and optionally comprising nucleic acidprobes to the transcripts of one or more further genes selected fromDMBT1, TMSB15A, DPP6, SLC51B, NUDT11, ELF5, AZGP1, PRRX1, AQP3, SFN,GPR110, GDF15, RASGRF2, RND1, PLA1A, FGG, CEACAM5, HYAL2, AHRR, CXCL3,CYP1A1, CYP1B1, CYP1A2, CST6, NTRK2, COMP, lTGA10, CTHRC1, TAL1, FIBIN,BEX5, BEX1, ESM1 and GHRL in an in vitro diagnostic method of assessingthe susceptibility of a subject suffering from stable COPD to developprogressive COPD involving the appearance of irreversible lung damage.The microarray preferably comprises nucleic acid probes to thetranscript of KIAA1199 and to the transcripts of at least one, morepreferably at least two, even more preferably at least three of theabove-mentioned further genes. Each of the transcripts is preferably anmRNA of the corresponding gene (including, e.g., any one of thecorresponding specific mRNAs listed in Table 1 above) or a cDNAsynthesized from the mRNA of the gene (including, e.g., a cDNAsynthesized from any one of the corresponding specific mRNAs listed inTable 1 above). Each of the nucleic acid probes is preferably asingle-stranded DNA probe or a single-stranded RNA probe, morepreferably a single-stranded DNA probe. It is furthermore preferred thatthe nucleic acid probes (which may be, e.g., single-stranded DNA orsingle-stranded RNA, preferably single-stranded DNA) are oligonucleotideprobes having, e.g., 10 to 80 nucleotides, preferably 15 to 60nucleotides, more preferably 20 to 35 nucleotides, and even morepreferably about 25 nucleotides. The in vitro diagnostic method ofassessing the susceptibility of a subject suffering from stable COPD todevelop progressive COPD involving the appearance of irreversible lungdamage, in which the microarray is to be used, preferably comprises astep of determining the expression level of the gene KIAA1199 andoptionally of the one or more further genes in a sample obtained fromthe subject. The preferred features/embodiments of the method accordingto the fourth aspect of the invention as described herein, including inparticular the preferred embodiments of determining expression levels,the preferred embodiments of the sample, and the preferred embodimentsof the subject, also apply to the method in which the microarray is tobe used.

In accordance with the ninth aspect, the invention is also directed tothe use of an antibody against (i.e., binding to) the protein KIAA1199in an in vitro diagnostic method of assessing the susceptibility of asubject suffering from stable COPD to develop progressive COPD involvingthe appearance of irreversible lung damage. The antibody bindsspecifically to the protein KIAA1199 and may be, e.g., a polyclonalantibody or a monoclonal antibody. Preferably, the antibody is amonoclonal antibody. The antibody may further be a full/intactimmunoglobulin molecule or a fragment/part thereof (such as, e.g., aseparated light or heavy chain, an Fab fragment, an Fab/c fragment, anFv fragment, an Fab′ fragment, or an F(ab′)₂ fragment), provided thatthe fragment/part substantially retains the binding specificity of thecorresponding full immunoglobulin molecule. The antibody may also be amodified and/or altered antibody, such as a chimeric or humanizedantibody, a bifunctional or trifunctional antibody, or an antibodyconstruct (such as a single-chain variable fragment (scFv) or anantibody-fusion protein). The antibody can be prepared using methodsknown in the art, as also described, e.g., in Harlow et al., 1998. Forexample, monoclonal antibodies can be prepared by methods such as thehybridoma technique (see, e.g., Köhler et al., 1975), the triomatechnique, the human B-cell hybridoma technique (see, e.g., Kozbor etal., 1983) or the EBV-hybridoma technique (see, e.g., Cole et al.,1985). The protein KIAA1199 may be, e.g., the specific KIAA1199 proteinlisted in Table 1 above. The in vitro diagnostic method of assessing thesusceptibility of a subject suffering from stable COPD to developprogressive COPD involving the appearance of irreversible lung damage,in which the antibody is to be used, preferably comprises a step ofdetermining the amount of the protein KIAA1199 in a sample obtained fromthe subject. The preferred features/embodiments of the method accordingto the fourth aspect of the invention as described herein, including inparticular the preferred embodiments of determining the amount of aspecific protein in a sample (as discussed in connection with thedetermination of translation levels), the preferred embodiments of thesample, and the preferred embodiments of the subject, also apply to themethod in which the antibody is to be used,

In accordance with the sixth aspect, the present invention provides amethod of treating COPD, the method comprising administering a drugagainst COPD to a subject that has been identified in a method accordingto the second aspect of the invention as being prone to developprogressive COPD. The invention likewise provides a drug against COPDfor use in treating COPD in a subject that has been identified in amethod according to the second aspect as being prone to developprogressive COPD. The invention also relates to the use of a drugagainst COPD in the preparation of a pharmaceutical composition fortreating COPD in a subject that has been identified in a methodaccording to the second aspect as being prone to develop progressiveCOPD. The subject referred to above is as defined in the methodsaccording to the second aspect of the invention and, accordingly, ispreferably a human.

Moreover, in accordance with the eighth aspect, the present inventionprovides a method of treating or preventing COPD, the method comprisingadministering a drug against COPD to a subject that has been identifiedin a method according to the third aspect of the invention as sufferingfrom stable COPD or as being prone to suffer from stable COPD. It willbe understood that a subject that has been identified as suffering fromstable COPD can be treated by administering a drug against COPD, while asubject that has been identified as being prone to suffer from stableCOPD can be prevented from developing COPD by administering a drugagainst COPD. The invention likewise provides a drug against COPD foruse in treating or preventing COPD in a subject that has been identifiedin a method according to the third aspect as suffering from stable COPDor as being prone to suffer from stable COPD. The invention also relatesto the use of a drug against COPD in the preparation of a pharmaceuticalcomposition for treating or preventing COPD in a subject that has beenidentified in a method according to the third aspect as suffering fromstable COPD or as being prone to suffer from stable COPD. The subjectreferred to above is as defined in the methods according to the thirdaspect of the invention and, accordingly, is preferably a human.

In accordance with the tenth aspect, the present invention provides amethod of treating COPD, the method comprising administering a drugagainst COPD to a subject suffering from stable COPD, wherein thesubject has been identified in a method according to the fourth aspectof the invention as being prone to develop progressive COPD. Theinvention likewise provides a drug against COPD for use in treating COPDin a subject suffering from stable COPD, wherein the subject has beenidentified in a method according to the fourth aspect as being prone todevelop progressive COPD. The invention also relates to the use of adrug against COPD in the preparation of a pharmaceutical composition fortreating COPD in a subject suffering from stable COPD, wherein thesubject has been identified in a method according to the fourth aspectas being prone to develop progressive COPD. The subject referred toabove is as defined in the methods according to the fourth aspect of theinvention and, accordingly, is preferably a human.

The drug against COPD to be administered to a subject in accordance withthe sixth, eighth or tenth aspect of the invention is not particularlylimited and may be, for example, a β₂-agonist (such as, e.g.,bitolterol, carbuterol, fenoterol, pirbuterol, procaterol, reproterol,rimiterol, salbutamol, levosalbutamol, terbutaline, tulobuterol,arformoterol, bambuterol, clenbuterol, formoterol, olodaterol,salmeterol, indacaterol, or a pharmaceutically acceptable salt of any ofthe aforementioned agents), a glucocorticoid (such as, e.g.,beclometasone, betamethasone, budesonide, ciclesonide, flunisolide,fluticasone, mometasone, triamcinolone, or a pharmaceutically acceptablesalt of any of the aforementioned agents), an anticholinergic or amuscarinic antagonist (such as, e.g., aclidinium bromide, glycopyrroniumbromide, ipratropium bromide, oxitropium bromide, tiotropium bromide, ora pharmaceutically acceptable salt of any of the aforementioned agents),a mast cell stabilizer (such as, e.g., cromoglicate, nedocromil, or apharmaceutically acceptable salt of any of the aforementioned agents), axanthine derivative (such as, e.g., acefylline, ambuphylline,bamifylline, doxofylline, enprofylline, etamiphyiline, proxyphylline,theobromine, theophylline, aminophylline, choline theophyllinate, or apharmaceutically acceptable salt of any of the aforementioned agents), aleukotriene antagonist (such as, e.g., montelukast, pranlukast,zafirlukast, or a pharmaceutically acceptable salt of any of theaforementioned agents), a lipoxygenase inhibitor (such as, e.g.,zileuton or a pharmaceutically acceptable salt thereof), a thromboxanereceptor antagonist (such as, e.g., ramatroban, seratrodast, or apharmaceutically acceptable salt of any of the aforementioned agents) anon-xanthine PDE4 inhibitor (such as, e.g., ibudilast, roflumilast, or apharmaceutically acceptable salt of any of the aforementioned agents),or any other drug against COPD (such as, e.g., amlexanox, eprozinol,fenspiride, omalizumab, epinephrine, hexoprenaline, isoprenaline,isoproterenol, orciprenaline, metaproterenol, atropine, or apharmaceutically acceptable salt of any of the aforementioned agents),or any combination thereof. A particularly preferred drug against COPDis roflumilast.

In the eleventh aspect, the present invention provides an in vitromethod of monitoring the progression of COPD in a subject, the methodcomprising:

-   -   determining the level of expression of one or more genes        selected from NTRK2 and RASGRF2 in a first sample obtained from        the subject;    -   determining the level of expression of the one or more genes in        a second sample obtained from the subject at a later point in        time than the first sample;    -   comparing the level of expression of the one or more genes in        the second sample to the level of expression of the        corresponding gene(s) in the first sample; and    -   assessing (or determining) the progression of COPD in the        subject,

wherein a decrease in the level of expression of NTRK2 and/or RASGRF2 inthe second sample as compared to the level of expression of thecorresponding gene(s) in the first sample is indicative of anamelioration (i.e., an improvement) of COPD in the subject, and

wherein an increase in the level of expression of NTRK2 and/or RASGRF2in the second sample as compared to the level of expression of thecorresponding gene(s) in the first sample is indicative of a worseningof COPD in the subject.

As demonstrated in Example 1 and shown in FIGS. 4A and 8A, a decrease inthe level of expression of NTRK2 and/or RASGRF2 is indicative of anamelioration/improvement of COPD whereas an increase in the level ofexpression of these genes is indicative of a worsening of COPD.Monitoring the progression of COPD in a subject suffering from thisdisease can be useful, e.g., for assessing the prospects of success of atreatment, of a new medication, or of a new dosing regimen.

In the eleventh aspect, it is preferred that the level of expression ofthe gene NTRK2 and optionally of the gene RASGRF2 is determined. Morepreferably, the level of expression of the genes NTRK2 and RASGRF2 isdetermined.

The level of expression of the above-mentioned marker genes in the firstsample and in the second sample according the eleventh aspect of theinvention can be determined as described in connection with the methodsof the second to fourth aspects of the invention. For example, the levelof transcription or the level of translation of the marker gene(s) NTRK2and/or RASGRF2 can be determined. It is preferred that the level ofexpression of the one or more genes selected from NTRK2 and RASGRF2 inthe first sample and in the second sample is determined by determiningthe level of transcription of the corresponding gene(s). The level oftranscription is preferably determined using qRT-PCT or a microarray.

The subject to be tested in the method according to the eleventh aspectof the invention is as defined in connection with the methods of thesecond to fourth aspects of the invention, and preferably is a human ora non-human mammal, more preferably a human. It is furthermore preferredthat the subject to be tested/monitored in accordance with the eleventhaspect is a subject (preferably a human) that has been diagnosed assuffering from COPD (e.g., at the point in time when the first samplewas obtained).

While the first sample and the second sample obtained from the subjectcan, in principle, be any tissue sample or serum from the subject, theyshould both originate from the same type of tissue of the subject (orshould both be serum samples). Preferably, the first sample and thesecond sample are lung tissue samples. More preferably, the first sampleand the second sample are transbronchial lung biopsy samples or they arebronchoalveolar lavage (BAL) samples.

The second sample has been obtained from the subject at a later point intime than the first sample. For instance, the second sample may havebeen obtained from the subject about 2 months to about 12 months,preferably about 3 months to about 9 months (e.g., about 3 months, orabout 4 months, or about 5 months, or about 6 months, or about 7 months,or about 8 months, or about 9 months), and more preferably about 3months to about 6 months after the first sample was obtained from thesubject.

As used herein, the term “about” refers to ±10% of the indicatednumerical value, and in particular to +5% of the indicated numericalvalue. Whenever the term “about” is used, a specific reference to theexact numerical value indicated is also included. If the term “about” isused in connection with a parameter that is quantified in integers, suchas the number of nucleotides in a given nucleic acid, the numberscorresponding to ±10% or ±5% of the indicated numerical value are to berounded to the nearest integer. For example, the expression “about 25nucleotides” refers to the range of 23 to 28 nucleotides, in particularthe range of 24 to 26 nucleotides, and preferably refers to the specificvalue of 25 nucleotides.

It is to be understood that the present invention specifically relatesto each and every combination of features and embodiments describedherein, including any combination of general and/or preferredfeatures/embodiments. In particular, the invention specifically relatesto all combinations of preferred features (including all degrees ofpreference) of the methods and uses provided herein.

In this specification, a number of documents including patentapplications, scientific literature and manufacturers' manuals arecited. The disclosure of these documents, while not considered relevantfor the patentability of this invention, is herewith incorporated byreference in its entirety. More specifically, all referenced documentsare incorporated by reference to the same extent as if each individualdocument was specifically and individually indicated to be incorporatedby reference.

The invention is also described by the following illustrative figures.The appended figures show:

FIG. 1: Study design of the COPD-AUVA study conducted at the ViennaMedical University (see Example 1).

FIG. 2: Overview of the numbers of subjects of different disease stateswho underwent the COPD-AUVA study.

FIG. 3: Overview of healthy subjects (A) and of subjects with eitherchronic bronchitis but no signs of pulmonary obstruction (COPD “atrisk”; “GOLD 0”) at visit 1 (B) or with manifest COPD at visit 1 (C), aswell as the development of COPD (severity according to GOLD criteria),bronchitis and smoking habits in these subjects over the period fromvisit 1 (day 0) to visit 2 (12 months) to visit 3 (36 months). The term“pack years” refers to a person's cigarette consumption calculated asthe packs of cigarettes (each pack containing 20 cigarettes) smoked perday, multiplied by the length of cigarette consumption in years. (D)Clinical characteristics of participants in the COPD-AUVA study andchanges between baseline and visit 3 (see Example 1).

FIG. 4: COPD Pathology module 1: Development of chronic bronchitis:Progressive inhibition of adaptive motility of mucosal cells caused bythe inhibition of coordinated actin cytoskeleton movements.

Chronic bronchitis starts with the significant downregulation of genesthat control assembly, polymerization, motility, stabilization andenergy supply of F actin-mediated cytoskeleton movements (suppression ofthymosin beta 15A (TMSB15A), dipeptidyl-peptidase 6 (DPP6), nudix(nucleoside diphosphate linked moiety X)-type motif 11 (NUDT11), andintegrin alpha 10 (ITGA10)). At the same time, expression of the RASGRF2gene known to inhibit Cdc42-mediated polymerization of actin duringcellular movements is progressively increased during advancement of COPD(FIGS. 4A and 4D) indicating that the inhibition of cellular motility isnot only a leading mechanism in early stages of COPD development, butalso part of the progressive membrane destruction in later stages ofCOPD.

Of note, reduced expression of these genes is also connected toincreasing intensity of bronchial inflammation. This characteristicexpression pattern includes the SLC51B gene (FIG. 4D) which is as yetlargely known for its capacity to transport steroid-precursor moleculesin intestinal cells.

The compensatory activation of the GTPase RND1 (Rho family GTPase 1)best known for its ability to control the organization of the actincytoskeleton in response to growth factor stimulation is just increasedup to COPD GOLD stage II not only indicating a complete failure ofactin-dependent cellular cytoskeleton organization in later stages ofCOPD, but also the loss of the regenerative capacity, as alsodemonstrated within Module 3 (see FIGS. 6A-6E). This in turn concursrather well with the progressive downregulation of the cystatin M/E(CST6) gene being annotated with both functional differentiation ofepithelial cells and maintenance of surface integrity.

As the coordinated action of these molecules is required for controlledmovements of epithelial cells during pivotal processes, such as growth,intercalation and extrusion of cells within a cohesive cell layersystem, the loss of these functions causes a profound disturbance ofmembrane integrity allowing for the development of non-specificbronchial inflammation that basically reflects all constituents ofventilated air including combustion products, such as cigarette smoke orwelding fumes.

FIG. 5: COPD Pathology module 2: Bi-phasic activation of mucosalimmunity.

Driven by this loss of cellular cohesion, the bronchus develops adiverse mucosal immune response that combines mechanisms of acuteinflammation, such as the expression of fibrinogen (FGG) (FIGS. 5A and5D), the upregulation of carcinoembryonic antigen-related cell adhesionmolecule 5 (CEACAM 5) (FIGS. 5A and 5D), and aryl hydrocarbon receptor(AHR) signaling, the latter characterized by increased expression ofcytochrome P450, family 1, subfamily A polypeptide 1 (CYP1A1) andcytochrome P450, family 1, subfamily B polypeptide 1 (CYP1B1) (FIGS. 5Aand 5E, 5F). Intensity of AHR signaling is significant, in spite of theincreased compensatory expression of the aryl hydrocarbon receptorrepressor gene (AHRR), most likely reflecting the continuous impact ofsmoke. As CEACAMs have recently been shown to act as surface receptorsfor gram-negative bacteria such as Neisseria meningitidis, Haemophilusinfluenzae and Moraxella catarrhalis being frequently found inprogressive bronchitis, this mechanism is prone to contribute toepisodes of intensified bronchial inflammation.

Nonetheless, neither FGG nor CEACAM5 expression causes short-termworsening of non-reversible pulmonary obstruction (FIG. 5D, middlepanel), although the activation of both genes significantly contributesto the intensity of bronchial inflammation (FIG. 4D, right panel). Thisdiffers from CYP1A2, KIAA1199 and phospholipase Al member A (PLA1A)expression (FIG. 4b and e) that all correlate with a significantdeterioration of pulmonary function. While CYP1A2 expression as part ofa smoke-induced AHR signaling response fits well to the currentperception of COPD development, the strong correlation of KIAA1199 andPLA1A expression with deterioration of pulmonary function according toGOLD criteria points towards another direction, the complete failure ofthe bronchial compartment system. KIAA1199 has recently beendemonstrated to activate matrix hyaluronidases while phospholipase Almember A (PLA1A) is known to activate T cells in response tonon-specific inflammatory stimulation. It has presently been found thatthe significant upregulation of KIAA1199 is characteristic for thesecond phase of increased bronchial inflammation in GOLD stages III andIV (FIG. 5B) which follows a phase of non-progressive bronchialinflammation characterizing GOLD stage I (FIG. 5A). Notably, during thisstabilization phase both the expression of KIAA1199 and of PLA1A isreduced as well (FIG. 5B). Given the strong proinflammatory impact of adegradation of high molecular mass hyaluronan, these observationsindicate that the final increase of inflammatory activity in COPD GOLDstage III and IV is the combined result of permanently disturbedepithelial integrity and a secondary destruction of the hyaluronanmatrix within the bronchial wall by the activation of matrixhyaluronidases. This view is supported by the expression pattern ofmatrix hyaluronidase 2 (HYAL2) itself which represents the leadinghyaluronan-degrading enzyme in humans (FIG. 5C).

FIG. 6: COPD Pathology module 3: The impact of intensified regenerativerepair: temporary suspension of progressive bronchial inflammation.

Maintaining the structural integrity of the mucosa as well as upholdingessential components of the bronchial wall is part of effective woundhealing and as such an indispensable measure to prevent the intrusion ofantigens, allergens and infectious agents into submucosal compartments.It is thus not surprising that various genes guiding functions ofepithelial repair are upregulated in response to increased inflammation,as demonstrated in FIG. 6A. However, only a small group of these genesis significantly contributing to the temporary suspension of progressivebronchial inflammation in GOLD stage I, genes known to participate inepithelial regeneration and differentiation, bacterial defense andtransepithelial water transport (FIGS. 6A-6C): a) deleted in malignantbrain tumors 1 (DMBT1), b) zinc-binding alpha-2-glycoprotein 1 (AZGP1),and c) aquaporin 3 (AQP3). However, this regenerative impulse does notlast long as expression of these genes decreases again once progressionof inflammation resumes stressing the impact of KIAA1199 expression andmatrix degradation on bronchial inflammation. Although further genesclosely related to epithelial repair, such as stratifin (SFN), the Gprotein-coupled orphan receptor 110 (GPR110), the smoke-inducible growthdifferentiation factor 15 (GDF15), and E74-like factor 5 (ELFS) areexpressed throughout a much longer period of COPD development (FIG. 6A),the effectiveness of this wound healing approach is evidently notsufficient to maintain bronchial integrity and to balance bronchialinflammation in the presence of epithelial disintegration andprogressive hyaluronan breakdown.

As a result, simultaneous measurement of DMBT1 and KIAA1199 geneexpression is capable of discerning stable from progressive COPD(according to GOLD criteria), if the difference between DMBT1 andKIAA1199 expression exceeds a value of 3.63 (FIG. 6E). The importance ofintensified KIAA1199 expression for progressive epithelial inflammationis further stressed by the fact that in chronic inflammatory woundhealing of diabetic skin, expression of KIAA1199 is significantlyupregulated, whereas in normal skin repair, KIAA1199 expression isreduced (see FIG. 8). It should also be noted that KIAA1199 expressionin aged skin is in general significantly higher than in the skin fromyounger individuals (p<0.01).

FIG. 7: Expression of KIAA1199 in skin wound healing.

FIG. 8: COPD Pathology module 4: Scar formation by predominantmesenchymal repair as the result of regenerative failure in the presenceof a prevailing structural deficit.

As in any situation of prevailing unresolved repair that is notlife-threatening, activation of “secondary” mesenchymal repair willserve as the exit strategy to remove the structural deficit and toterminate wound healing. During progression of COPD, coordinated geneactivation in this regard can be divided into two categories: a)permanent support of mesenchymal repair (expression of NTRK2 and SOS1genes) (FIGS. 8A and 8B), b) support of mesenchymal repair during bothfunctional “primary” repair and non-functional “secondary” wound healing(expression of COMP, PRRX1 and CTHRC1 genes) (FIGS. 8A-8C).

As in any form of predominantly mesenchymal repair, expression of genescontrolling vascular growth and differentiation is progressivelydiminished. FIG. 8D provides a synopsis of the expression pattern andrelevant annotations for all genes related to vascular outgrowth andrepair which are significantly regulated during progression of COPD.

The invention will now be described by reference to the followingexamples which are merely illustrative and are not to be construed as alimitation of the scope of the present invention.

EXAMPLES Example 1 Controlled Prospective Pilot Trial Aimed atIdentifying Symptom-Based Molecular Metabolic Markers for ProgressiveCOPD (Vienna COPD-AUVA Study)

Introduction

In the context of the present invention, a controlled prospective pilottrial aimed at the identification of symptom-based molecular metabolicmarkers for progressive COPD was conducted at the Vienna MedicalUniversity between 2007 and 2012. The Vienna COPD-AUVA study combinedthe assessment of validated clinical measures for COPD following in partthe overall strategy of the ECLIPSE trial (Vestbo et al., 2011), thelargest and most elaborate study addressing progress and variability ofCOPD.

For stratification of patients, a three-year analysis (day 0, 12 months,and 36 months) of symptom scoring (St. George Respiratory questionnaire,activity and symptom score), assessment of pulmonary function,cardiopulmonary exercise testing, and radiological evaluation bycomputer-assisted tomography (high-resolution mode) were combined withwhole genome transcription analysis plus quantitative RT-PCR assessmentand mass spectrometry proteomics. As shown in FIG. 1, the patients weregrouped into three strata, two of which presented at the start of thestudy with regular lung function, either without any sign of acardiopulmonary disease (healthy volunteers) or with symptoms of chronicbronchitis (COPD “at risk”), and a group of volunteers having symptomsof chronic bronchitis together with deteriorated lung function (COPD atGOLD stages I-IV).

Study visits were performed at base line and after 12 and 36 months,respectively. Each visit was performed on an ambulatory basis andincluded medical history, physical examination, pulmonary function tests(PFT), cardiopulmonary exercise tests (CPET), radiological assessment bycomputer-assisted tomography (CAT) scans and a bronchoscopy. On eachvisit, both personal and occupational history was taken as well assmoking history which comprised onset and duration of symptoms relatedto COPD, production of phlegm (frequency, quantity, and color),intensity of symptoms measured by the St. George RespiratoryQuestionnaire (SGRQ; activity and symptom score index) and assessment oflife quality using the SF-36 questionnaire. The rate of exacerbations(frequency, number of hospitalizations, use of antibiotics,corticosteroids or combined treatment) and the individual medicationwere also recorded.

Pulmonary function tests (PFT) were taken at each visit and includedblood drawings, body plethysmography, spirometry and quantitativemeasurement of pulmonary gas exchange at rest and during symptom-limitedcardiopulmonary exercise testing (CPET). PFT was performed with anAutobox DL 6200 (Sensor Medics, Vienna, Austria), and CPET on atreadmill using the Sensormedics 2900 Metabolic Measurement Cart.Formulas for calculation of reference values were taken from Harnoncourtet al., 1982. Predicted values were derived from the reference values ofthe Austrian Society of Pneumology following the recommendations of theEuropean Respiratory Society (Rabe et al., 2007).

Serum samples were analyzed for complete cellular blood count,electrolytes, glucose, C-reactive protein, fibrinogen, and coagulationparameters.

Prior to bronchoscopy, CAT scans encompassing high resolution-computedtomography (HRCT) were performed. Following additional informed consenton each visit, bronchoscopy was performed. During bronchoscopy, bothbronchoalveolar lavage (BAL) samples and transbronchial biopsy samples(five per segment in each middle lobe) were taken.

Biological analysis was performed in transbronchial lung biopsies takenduring bronchoscopy from two pulmonary localizations (5 each) of themiddle-lobe after radiological assessment by computer-assistedtomography (CAT) scans including high-resolution scanning. CAT scanswere used for the assessment of emphysema formation as well as for theexclusion of tumor development and infection. During the controlledobservational period, combined assessment of clinical and moleculardevelopment was finally possible in 120 volunteers. Biomarkers wereidentified in each case by means of the individual changes of pulmonaryfunction and clinical symptoms characteristic for the progression ofCOPD. As a result, this approach makes use of the well-known variabilityof clinical phenotypes in COPD and their variable course of progressionwhile at the same time identifying the very set of biomoleculesresponsible for this type of disease progression.

Clinical Analysis

The study protocol was approved by the ethical committee of the MedicalUniversity of Vienna (ClinicalTrials.gov Identifier: NCT00618137).Following informed consent during screening, individuals were stratifiedat visit 1 (day 0) if they fulfilled the following criteria:

TABLE 2 Stratification of subjects at visit 1 (day 0). Inclusioncriteria Occupational history Healthy Controls Age 18-70 years Nooccupation with No history or clinical findings suggestive of anydisease increased exposure towards Never Smoker combustion products,Normal pulmonary function test at study entry particularly no welding orprofessional car driving COPD, at risk′ Age 18-70 years Professional cardriver Chronic bronchitis according to WHO with repeated episodes of orwelder with increased phlegm production occupational exposure No historyor clinical findings suggestive of bronchial asthma towards combustionproducts Normal PFT according to GOLD criteria at study entry of atleast 10 years Smoking history of at least 10 years No history orclinical findings suggestive of cardiovascular or malign disease COPDmanifest Age 18-70 years Professional car driver Chronic bronchitisaccording to WHO with repeated episodes of or welder with increasedphlegm production occupational exposure No history or clinical findingssuggestive of bronchial asthma towards combustion products PathologicalPFT according to GOLD criteria at study entry of at least 10 yearsSmoking history of at least 10 years No history or clinical findingssuggestive of cardiovascular or malign disease

396 individuals were screened, 185 of whom met the study criteria. 136participants finished visit 2 after 12 months, and 120 completed thefinal visit after 36 months of controlled observation. Throughout thestudy, all participants were residing and occupied in the greater Viennaarea in order to ensure comparable environmental conditions. The controlgroup consisted of 16 healthy volunteers who had never smoked (7 femalesand 9 males; mean age 36±12.2 years), as also shown in Table 2 above.None of the healthy participants developed any symptom of pulmonarydisease during the study period. At the start of the study, 104participants presented with clinical symptoms of chronic bronchitisaccording to WHO definition, 55 of whom did not have signs ofnon-reversible bronchial obstruction (GOLD “at risk”), while the other49 participants showed bronchial obstruction ranging from GOLD stage Ito IV as determined by PFT (see FIG. 3D). All participants in the COPDand COPD “at risk” groups were active cigarette smokers with a smokinghistory of more than 10 pack years, except for one welder who inaddition to a daily expectoration of phlegm reported about frequentepisodes of bronchial infection (>2 per year) without radiological signsof bronchiectasis. 64 participants were working as taxi or bus drivers(53%) and 40 active welders (33%) with a previous exposure to weldingfumes of more than 10 years.

At visit 1, the majority of participants with manifest COPD hadbronchial obstruction GOLD stage II and III (n=38), while the remainingsubjects were in COPD GOLD stage I (n=9) and IV (n=2) (see FIG. 3D).Mean age in GOLD stages I and II was 50±9.5 and 56±10.4 yrs.respectively, compared to 52±9.0 yrs. in GOLD stage III and 63±11 yrs.in GOLD stage IV. 29% of the participants in the GOLD “at risk” groupwere already presenting with a continuous daily expectoration of sputum,and sputum was frequently discolored (yellow, green, brown) in 27%.

During controlled observation (36 months), 14 participants (12%) had aprogression of disease according to GOLD, 7 (13%) in the GOLD “at risk”group, 1 (11%) in GOLD I, 3 (12%) in GOLD II, and 3 (25%) in GOLD Ill.Improvement of bronchial obstruction according to GOLD was observed in13 individuals (5 participants in both GOLD stage I and II, and 3 casesin GOLD stage Ill and IV), mostly connected to a cessation of cigarettesmoking.

As part of the observational design of the study, participants were notspecifically encouraged to stop smoking. Accordingly, smoking habitschanged only slightly: only 5 participants of the “COPD at risk” group(9%) and 2 participants in the “manifest COPD” group (4%) stoppedsmoking during the observational period, while 31% reduced cigarettesmoking (data not shown). These changes did not significantly alter bothoccurrence and intensity of chronic bronchitis symptoms, as 27participants (23%) demonstrated improvement and deterioration of coughand sputum production.

Biological/Molecular Analysis (Gene Transcription in Pulmonary Tissue)

RNAlater (Ambion, lifetechnologies) was used for tissue asservation. Thelung biopsy material was disrupted using Lysing Matrix D ceramic ballsin a Fastprep 24 system (MP Biomedical, Eschwege). A chaotropic lysisbuffer (RLT, RNeasy Kit, Qiagen, Hilden) was used, followed by aphenol/chloroform extraction and subsequent clean up using the spincolumn approach of the RNeasy Mini Kit (Qiagen, Hilden) according to themanufacturer's manual, including a DNase I digestion on thechromatography matrix. RNA quantification was donespectrophotometrically using a NanoDrop 1000 device (Thermo Scientific)and quality control was performed on the Agilent 2100 Bioanalyzer. A cutoff for the amount of 1 microgram and a RNA integrity number of 7.0 waschosen.

Total RNA samples were hybridized to Human Genome U133plus 2.0 array(Affymetrix, St. Clara, CA), interrogating 47,000 transcripts with morethan 54,000 probe sets.

Array hybridization was performed according to the supplier'sinstructions using the “GeneChip® Expression 3′ Amplification One-CycleTarget Labeling and Control reagents” (Affymetrix, St. Clara, Calif.).Hybridization was carried out overnight (16h) at 45° C. in the GeneChip®Hybridization Oven 640 (Affymetrix, St. Clara, Calif.). Subsequentwashing and staining protocols were performed with the AffymetrixFluidics Station 450. For signal enhancement, antibody amplification wascarried out using a biotinylated anti-streptavidin antibody (VectorLaboratories, U.K.), which was cross-linked by a goat IgG (Sigma,Germany) followed by a second staining with streptavidin-phycoerythrinconjugate (Molecular Probes, Invitrogen). The scanning of the microarraywas done with the GeneChip® Scanner 3000 (Affymetrix, St. Clara, Calif.)at 1.56 micron resolution.

The data analysis was performed with the MAS 5.0 (Microarray Suitestatistical algorithm, Affymetrix) probe level analysis using GeneChipOperating Software (GCOS 1.4) and the final data extraction was donewith the DataMining Tool 3.1 (Affymetrix, St. Clara, Calif.).

CEL files were imported and processed in R/Bioconductor (Gentleman etal., 2004). Briefly, data was preprocessed using quantile normalization(Gentleman et al., 2004) and combat (Johnson et al., 2007), linearmodels were calculated using limma (Smyth GK, 2005) and genes with ap-value of the f-statistics <5e-3 were called significant. Those geneswere grouped into 20 clusters of co-regulated genes. The procedure ofmodeling and clustering was repeated for GOLD and phlegm as covariates.

For subsequent Gene Ontology (GO)-analysis it was necessary to separatethe effects of GOLD and phlegm on gene expression. To this end, the GOLDclassifications were grouped into “no COPD” (healthy and GOLD 0) and“COPD” (GOLD grades I-IV). Similarly, phlegm was reclassified into a“phlegm” group (productive or severe) and a “no phlegm” group (health orno/dry). Based on these reclassifications, gene expression was modeledusing a 2×2 factorial design, resulting in five different lists ofgenes: (1) genes which are regulated with phlegm in the presence ofCOPD, (2) genes which are regulated with phlegm in the absence of COPD,(3) genes which are regulated with COPD in the presence of COPD, (4)genes which are regulated with COPD in the absence of COPD and finally(5) genes which are regulated differently with COPD, depending onwhether there is phlegm or not.

These lists were annotated with respect to their biological functions ascatalogued in the Gene Ontology (GO) database using the ClueGO pluginfor the Cytoscape framework.

Results of Combined Clinical and Molecular Analysis

Activation of Epithelial Repair Mechanisms

Systematic analysis of the significant changes of gene expression duringCOPD development reveals a differentiated picture: As shown in FIGS. 6Ato 6D, mechanisms of regeneration and repair commence as soon as thechronic inflammatory process in the peripheral bronchial tree isestablished. This is already the case in persistent or repeatedlymanifesting bronchitis (COPD “at risk”). The functions associated withthis kind of aberration from the normal equilibrium, in ontologicalterms still only potential COPD, include mediators involved in theregulation of embryonic epidermal and pulmonary growth, such as ELFS(E74-like factor 5; ETS domain transcription factor) which confersspatially controlled outgrowth of epithelial structures (Metzger et al.,2008; Yaniw et al., 2005) as well as mucosal immunity of the lung (Leiet al., 2007). Not surprisingly, the expression of ELFS is accompaniedby a significant upregulation of stratifin (SFN) conferring increasedepidermal regeneration and differentiation (Medina et al., 2007), yetalso reduced deposition of matrix proteins including collagen I(Chavez-Munoz et al., 2012) and reduced functions of non-specificsurface immunity (Butt et al., 2012). This regenerative phase of repairinvolves not only the G protein-coupled orphan receptor GPR110 and thesmoke-inducible growth differentiation factor 15 (GDF15) (Wu et al.,2012), a member of the bone morphogenic protein-transforming growthfactor-beta superfamily, but also mediators directing differentiatedepithelial repair, such as the zinc-binding alpha-2-glycoprotein 1(AZGP1), and the DMBT1 gene (deleted in malignant brain tumors 1) whichis strongly upregulated during acute but resolving bacterialinflammation in enteral epithelia during appendicitis (Kaemmerer et al.,2012), suggesting a functional relevance for mucosal defense (Diegelmannet al., 2012). The almost identical expression profile of DMBT1 andAZGP1, a mediator capable of inducing a strong epithelialtransdifferentiation in tumor cells (Kong et al., 2010), suggests an asyet undefined combinatory effect of both mediators on cellulardifferentiation during epithelial regeneration. Notably, the expressionof these genes is strongly increased in individuals with COPD GOLD I anddecreases significantly with progression of COPD, as also shown in FIG.6A. In line with this observation, all mediators conveying epithelialregeneration and differentiation were found to be significantlydownregulated during the transition from COPD stage III to COPD stageIV.

Activation of mediators of regenerative repair was also found inindividuals demonstrating significant symptoms of bronchialinflammation, as demonstrated by a uniform increase of gene expressionof SFN, GPR110 (see also FIG. 6D), and aquaporin 3 (AQP3) (see FIG. 6A)being an additional mediator known to guide proliferation anddifferentiation of epithelial cells (Nakahigashi et al., 2011; Kim etal., 2010). However, expression of these factors did not furtherincrease with an increase of severity of bronchial inflammation, much incontrast to mediators capable of intensifying inflammation on epithelialsurfaces, such as the carcinoembryonic antigen-related cell adhesionmolecule 5 (CEACAMS) (see FIGS. 5A and 5D), or factors being part of thepreferentially mesenchymal wound healing response during inflammatoryrepair (Agarwal et al., 2012; Agarwal et al., 2013), such as thecartilage oligomeric matrix protein (COMP) (see FIGS. 8A and 8C). Thestudy design allowed as well for the measurement of changes of geneexpression occurring throughout the study period of 3 years, possiblyindicating significant changes of repair during short-term progressionof COPD. Here, a significant downregulation of GPR110 and DMBT1 genescorrelating with deteriorated lung function according to GOLD was found,as also shown in FIGS. 6B and 6D. This decrease of regenerative geneactivity started already in GOLD stage II, where it was accompanied by astriking increase of repair functions related to mesenchymal woundhealing (see also FIG. 8).

Progressive Activation of Mesenchymal Repair

During later stages of COPD, expression of mediators favoringmesenchymal repair became increasingly prominent. This did not onlyrelate to the increased expression of the COMP gene (see FIGS. 8A and8C), but also to the expression of potent activators of mesenchymal stemcells, such as the son of sevenless homolog 1 (SOS1) gene, a guaninenucleotide exchange factor for RAS proteins acting as the cognatereceptor for hepatocyte growth factor, and to the paired relatedhomeobox 1 gene (PRRX1), a transcriptional co-activator of RAStranscription factors belonging to the HOX family of earlydifferentiation factors able to induce mesenchymal outgrowth in livercirrhosis (Jiang et al., 2008) as well as epithelial-to-mesenchymaltransition (EMT) during cancer development (Ocaña et al., 2012). Whiletheir pattern of expression indicates that both COMP and PRRX1 genestake also part in the regenerative phase of wound healing characterizingGOLD stage I and II, their later increase during transition from GOLDstage III to IV suggests an additional involvement in the progressivescarring of the airways. Increased expression of pro-fibrotic factors isfurther demonstrated by the striking increase of expression ofneurotrophic tyrosine kinase receptor type 2 (or tropomyosin receptorkinase B receptor; TrkB) (NTRK2). NTRK2/TrkB, thus far known to act ashigh affinity receptor for various neurotrophic growth factors duringnerve development, is also capable of promoting resistance ofmesenchymal cells towards apoptosis and anoikis (Frisch et al., 2013).The combined increase of profibrotic mediators includes as well theexpression of the collagen triple helix repeat containing 1 gene(CTHRC1) capable of conferring fibrotic organ dystrophy (Spector et al.,2013). Notably, while the increased expression of CTHRC1 starts only atGOLD stage II, cumulative activation of NTRK2/TrkB is a hallmarkthroughout progression of COPD in general, suggesting a permanentcontribution of NTRK2/TrkB signaling to the aberrant repair response inthe peripheral airways during COPD development. This view is furthersupported by the observation that a disturbed TrkB axis may contributeto experimental pulmonary fibrosis (Avcuogiu et al., 2011).

With the exception of COMP expression, where clinical deteriorationcorrelates with worsening of bronchial obstruction according to GOLD(see also FIG. 8C), neither increased long-term expression of NTRK2 (seealso FIG. 8B), nor of PRRX1 (see also FIG. 8B) or CTHRC1 genes (see alsoFIG. 8C) demonstrate a comparable short-term impact on bronchialobstruction during the controlled 3-year observational study period.Corresponding results were obtained when assessing the correlation ofgene expression with progressive bronchial inflammation: while theexpression of all genes favoring mesenchymal repair is increased as aresult of intensified bronchitis, significant changes were only foundfor the PRRX1 and CTHRC1 genes (see also FIGS. 8B and 8C).

Loss of Structural Integrity of Epithelial Surfaces

Unexpectedly, the present analysis revealed a very significantdownregulation of expression of a group of genes which guide movement,distribution and activation of the cellular cytoskeleton and which, as aresult, are likely to profoundly influence structural integrity andbarrier function of the mucosal surface. The downregulation of thesegenes takes place already during establishment of chronic bronchitis,well before the establishment of bronchial obstruction according toGOLD, as also shown in FIG. 4A. The genes closely connected to thisdevelopment are thymosin beta 15 A (TMSB15A), dipeptidyl-peptidase 6(DPP6), nudix (nucleoside diphosphate linked moiety X)-type motif 11(NUDT11), integrin alpha 10 (ITGA10), cystatin E/M (CST6), and PRICKLE2(data not shown). Notably, the two genes most significantly decreasedduring progression of COPD, TMSB15A and DPP6, are also significantlydownregulated in correlation with symptoms of increased bronchialinflammation (see also FIG. 4B). Beta thymosins are controllers of bothcomposition and sequestration of the actin cytoskeleton (Hannappel,2007; Huff et al., 2001; Malinda et al., 1999), by that influencingmembrane structure, surface stability and cellular phenotype (Husson etal., 2010).

One of the outcomes of elevated levels of beta thymosins during woundhealing seems to be a protection from fibrotic aberrations of repair (DeSantis et al., 2011), in part by preventing the expression of a-smoothmuscle stress fibers preventing them from a transdifferentiation intomyofibroblasts most characteristic for fibrotic tissue development.Currently, little is known about the function of DPP6 in regenerativewound healing. However, DPP6, a member of the S9B family ofmembrane-bound serine proteases which is lacking any detectable proteaseactivity, has recently been demonstrated to confer membrane stabilityand controlled outgrowth of cells during nerve development includingclose control of cell attachment and motility (Lin et al., 2013).Moreover, given its proven association with and control ofmembrane-bound ion channel expression and activation (Jerng et al.,2012), in particular of voltage-gated potassium channels, expression ofDPP6 is also capable of controlling the resting membrane potential(Nadin et al., 2013), thereby controlling both activity andintracellular distribution of the actin cytoskeleton (Mazzochi et al.,2006; Chifflet et al., 2003).

Combined with the striking reduction of TMSB15A gene expression, thesignificant decrease of DPP6 expression suggests a severe disturbance ofregular movement and distribution of the cellular actin skeleton,reducing physicochemical integrity of the epithelial lipid bilayers. Asthis occurs already very early in COPD development, this finding couldindicate an initiating and possibly predisposing mechanism leading tonon-specific surface inflammation.

Cystatin M/E (CST6), on the other side, is an epithelium-specificprotease inhibitor belonging to the cystatin family of secreted cysteineprotease inhibitors indispensable for the physiological regulation ofprotease activity during growth and differentiation of epithelialstructures. CST6 is expressed both in dermal and bronchial epitheliawhere it characterizes the status of functional differentiation (Zeeuwenet al., 2009). Significant downregulation of CST6 has already been shownto cause a marked disturbance of both surface integrity anddifferentiation status in the dermis of mice (Zeeuwen et al., 2010).Progressive downregulation of CST6 as observed during advancement ofCOPD is thus likely to destabilize the intricate balance betweenproteases and protease inhibitors, by that contributing to a loss ofsurface stability as well as cellular adhesion and differentiation inthe regenerating bronchial epithelium. Within this context, significantdownregulation of two other genes intricately involved in the regulationof cell adhesion and motility has also been observed, namely of integrina10 (ITGA10) being part of differentiated mesenchymal structures, andthe nudix (nucleoside diphosphate linked moiety X)-type motif hydrolase11 (NUDT11), capable of hydrolyzing diphosphoinositol polyphosphatesderived from cellular lipid bilayer structures, and diadenosinepolyphosphates, mostly based on adenosine triphosphate (ATP).

The consequence of these changes in gene expression is expected to be adisintegration of the epithelial barrier function, probably starting onthe cellular level (continuous shear stress within the cellular lipidbilayer due to uncoordinated accumulation and movements of the actincytoskeleton attached to it), and aggravated by disintegration of theextracellular matrix composition itself. This is supported by thesignificant increase of gene expression of the KIAA1199 gene duringprogression of CORD from GOLD stage I to GOLD stage IV (see FIG. 5B).Increased expression of KIAA1199, in addition to mediating cellularattachment and contact inhibition (Tian et al., 2013), has just recentlybeen demonstrated to cause the leakage of endoplasmatic reticulum (ER)contents into the cytosol of cancer cells (Evensen et al., 2013).Moreover, increased expression of KIAA1199 is capable of activatinghyaluronidases (HAase), enzymes capable of degrading high-molecular masshyaluronic acid (HMM-HA), one of the major constituents of theextracellular matrix (Toole, 2004). Biological responses triggered byhyaluronic acid (HA) depend on the HA polymer length. HMM-HA has stronganti-inflammatory properties (Kothapalli et al., 2007), whereaslow-molecular-mass HA promotes inflammation and concomitant cellularproliferation (Pure et al., 2009). In support of this view, degradationof HA has been shown to trigger skin inflammation by generation of lowmolecular weight fragments of HA (Yoshida et al., 2013).

In line with this, expression of HA synthases (HAS1-3) is not changedduring progression of COPD (see FIG. 5G), while the hyaluronidase 2(HYAL2) gene is upregulated between GOLD stages I and III (see also FIG.5C). Indeed, the pattern of expression of both HYAL1 and HYAL2 followsthe expression pattern of KIAA1199, showing a downregulation during themost intense regenerative phase of repair in COPD progression (chronicbronchitis and CORD GOLD 1). Upregulation of KIAA1199 in turn issynchronous to that of the PLAZA gene (see FIG. 5B) which is aphosphatidylserine-specific phospholipase expressed in macrophagesstimulated by typical mechanisms of surface immunity, such as toll-likereceptor 4 (TLR4) signaling (Wakahara et al., 2007). Both intensifiedKIAA1199 and PLA1A expression were found to be connected to short-termworsening of pulmonary function according to GOLD criteria (see alsoFIG. 5B).

Decrease of Pro-Angiogenic Mediators During Progression of COPDEffective organ repair involves mechanisms concomitantly directingspatially controlled epithelial, mesenchymal and endothelial outgrowth.However, in contrast to gene functions contributing to epithelial andmesenchymal repair, gene expression promoting angiogenesis and vasculardifferentiation was found to decrease as soon as chronic bronchitis waspresent. During development of COPD (GOLD stage I and II), this patternof gene expression proceeded significantly, as also shown in FIG. 8D.Even the increase of Bex1 and Ghrelin (GHRL) gene expression occurringat GOLD stage I is rather small and insignificant compared to genefunctions aimed at the regeneration of epithelial outgrowth, such asDMBT1 and AZGP1. Some of the functions, such as FIBIN (fin budinitiation factor homolog), ESM1 (endothelial cell-specific molecule 1)and ghrelin (GHRL) are known to act, in part, as mediators in the earlyphases of organ development. For instance, FIBIN takes part inmesodermal lateral plate development (Wakahara et al., 2007) which iscrucial for early vasculogenesis (Paffett-Lugassy et al., 2013), ESM1mediates VEGF-A-dependent signaling (Zhang et al., 2012) and istypically expressed in growing vascular tissue which includes tumorangiogenesis (Zhang et al., 2012; Roudnicky et al., 2013; Chen et al.,2010) and regenerative wound healing (Béchard et al., 2001).

Ghrelin, on the other hand, is a typical marker of microvasculardevelopment (Li et al., 2007; Wang et al., 2012; Rezaeian et al., 2012)being vital for continuous epithelial oxygen and energy supplypreventing excessive apoptosis characteristic for emphysema development(Mimae et al., 2013). BEX1 and BEX5 (Brain Expressed, X-Linked 1 and 5)are genes encoding adapter molecules interfering with p75NTR signalingevents. p75NTR is one of the two receptors central to nerve growthfactor (NGF) signaling. While BEX1 is known to induce sustained cellproliferation under conditions of growth arrest in response to NGF, muchless is known about its possible involvement in angiogenesis and vesselformation, although NGF signaling itself is well-known to promoteangiogenesis (Cantarella et al., 2002). One possible interaction couldbe that reduced BEX1 gene expression would increase p75NTR signalingefficacy causing increased endothelial apoptosis, as the blockade ofp75NTR signaling significantly decreases endothelial apoptosis (Han etal., 2008; Caporali et al., 2008). The BEX5 promoter, in turn, containsregulatory binding sites for TALI (T-cell acute lymphocytic leukemia 1),a direct transcriptional activator of angiopoietin 2, which issignificantly upregulated during angiogenesis (Deleuze et al., 2012).TAL1, however, is downregulated as well during progression of COPD, asalso shown in FIG. 8D.

Stage-Dependent Activation of the Immune Response

Based on the significant changes of gene expression measured duringprogression of COPD, four sequential phases of gene expression weredistinguished: Phase 1 is characterized by a rapid increase of genesinvolved in the acute immune response, such as fibrinogen (FGG) (Duvoixet al., 2013; Cockayne et al., 2012), and products of aryl hydrocarbonreceptor (AHR) signaling, such as CYP1A1 (cytochrome P450, family 1,subfamily A, polypeptide 1) and CYP1B1 (cytochrome P450, family 1,subfamily B, polypeptide 1) expression, as also shown in FIGS. 5A to 5E.This includes as well an increased expression of carcinoembryonicantigen (CEA)-related cell adhesion molecules (CEACAMs), particularly ofthe CEACAMS gene (see FIGS. 5A and 5D). At this early stage, stillrepresenting chronic bronchitis without significant changes of pulmonaryfunction (COPD “at risk”), expression of genes mediating functions ofprimarily adaptive immunity, such as RASGRF2 (Ras protein-specificguanine nucleotide-releasing factor 2), KIAA1199 or CXCL3 was notsignificantly changed (see also FIGS. 5H and 5F). At phase 2(representing GOLD stage I), expression of these genes remained stableor even decreased to some extent (see FIGS. 4A and 5A), probablyreflecting the stabilizing outcome of regenerative repair efforts whichwas most intense at GOLD stage I (see also FIG. 6A). However, phase 3which includes GOLD stages II and III was characterized by a significantincrease of expression of all genes related to immunity including genesindicating increased AHR signaling, such as CYP1A1, CYP1A2 and CYP1B1(see also FIGS. 5A, 5E and 5F). The latter ones most likely reflect theimpact of cigarette smoking, ail the more as three quarters of theparticipants were still actives smokers at this stage (see FIG. 3C).Increased gene expression reflecting intensified AHR signaling could bedemonstrated in spite of elevated levels of the aryl hydrocarbonreceptor repressor (AHRR) gene known to inhibit AHR signaling events,particularly during GOLD stages II and III.

Nonetheless, short-term analysis of gene expression addressing adevelopment of COPD over a period of 3 years (see also FIGS. 5A and 5D,middle) indicates that the overall impact of AHR signaling on thedeterioration of pulmonary function is more important than theadditional expression of CEACAMS which, comparable to FGG expression(see also FIG. 5D), seems to reflect the intensity of bronchitis muchbetter. Phase 4 representing GOLD stage IV shows a strikingdownregulation of the majority of immune-related functions upregulatedduring earlier phases of COPD development, comparable to the regulationof genes controlling cellular regeneration and differentiation.interestingly, however, this does not apply to the expression ofKIAA1199 and RASGRF2 genes which are both upregulated even at GOLD stageIV, the latter one being again capable of influencing cellular movementsby inhibition of the actin cytoskeleton (Calvo et al., 2011): RASGRF2belongs to a group of activators of the GTPase RAS involved as well inthe activation of T cells and required for the induction of NF-AT, IL-2and TNF-α (Ruiz et al., 2007).

Within this context, the slow yet constant and highly significantupregulation of the guanine-nucleotide exchange factor (GEF) son ofsevenless homolog 1 (SOS1) (see FIG. 8A), capable of continuallyactivating RAS, could significantly contribute to the chronicinflammatory process facilitating the bronchial wall scarringcharacteristic for late stage COPD.

Members of the carcinoembryonic antigen-related cell adhesion molecule(CEACAM) family serve as cellular receptors for typical gram-negativebacteria frequently colonizing the surface of the human airways, such asNeisseria meningitidis, Haemophilus influenzae and Moraxella catarrhalisexpressing opacity (Opa) proteins (Muenzner et al., 2010; Bookwalter etal., 2008; Muenzner et al., 2005). It was recently suggested thatnon-typable Haemophilus influenzae and Moraxella catarrhalis are able toincrease the expression of their respective receptors on host cells(Klaile et al., 2013). However, no correlation between the expression ofmembers of the CEACAM family and COPD was found under the conditionsemployed in that study. In the present study, only the expression of theCEACAM5 gene was significantly increased up to GOLD stage III, in thatfollowing the inflammatory reaction in general, while significantlydecreasing afterwards in GOLD stage IV. This does not, however, excludethe aggravation of mucosa! inflammation as a result of a persistentupregulation of CEACAM5, all the more as the expression of CEACAM5 wasfound to be increased in combination with a growing intensity ofbronchial inflammation (see FIG. 5D).

Conclusions

Between 2007 and 2012, a controlled prospective pilot trial wasconducted in finally 120 volunteers in order to identify metabolicmarkers indicative of the progression of COPD. By adopting parts of thedesign of the ECLIPSE trial (Vestbo et al., 2011), the largest and mostelaborate study performed thus far to identify clinical markersdescribing both progress and variability of COPD, the Vienna COPD studycombined controlled assessment of validated clinical measures withunsupervised assessment of genome-wide gene transcription in pulmonarytissue representing the focus of COPD pathology (Hogg JC, 2004 (b)). Thecorrelation of gene expression with clinical development was based a) onthe extent of non-reversible pulmonary obstruction at visit 1 (accordingto the Global Initiative for Obstructive Lung Disease; GOLD), b) on theworsening of non-reversible obstruction according to GOLD between visit1 and 3 (covering a period of three years), and c) on symptomsindicative of an increasing intensity of bronchitis being recordedduring structured clinical history at visits 1 and 3.

This analysis revealed changes of gene expression indicative of sixmajor deviations from regular maintenance of pulmonary structure anddefense: (1) Progressive loss of functions guiding epithelial and (2)vascular regeneration combined with (3) persistent and increasingactivation of mechanism of fibroproliferative repair, togetherindicating a transition from regenerative to fibrotic repair duringprogression of COPD; (4) intensifying bronchial inflammation beingantagonized at GOLD stage I when regenerative repair activity ishighest, and culminating afterwards at GOLD stages II and III; (5) acomplete loss of structural maintenance at GOLD stage IV connected to afinally failing immunity, both suggestive of the formation of scartissue; and lastly, a rapid and persistent downregulation of functionscontrolling the intracellular distribution, aggregation andsequestration of actin polymers which form the cytoskeleton (6). Thelatter finding is of particular interest as the changes in thetranscription of the corresponding genes, in particular thedownregulation of TMSB15A, DPP6, NUDT11 and PRICKLE2, were alreadyobserved at GOLD stage 0 (COPD “at risk”), well before any change ofpulmonary function was measurable. This striking loss occurs togetherwith a significant increase of functions determining bronchialinflammation suggesting that these changes might be the first topredispose the bronchi to persistent inflammation. The outcome of suchan early and simultaneous downregulation of the TMSB15A, DPP6, NUDT11and PRICKLE2 genes will be discussed in the following.

Thymosin beta 15A (TMSB15A) belongs to the group of WH2 (WASP-homologue2) domain binding proteins which are necessary for the depolymerizationof actin filaments during cellular movements (Husson et al., 2010;Hertzog et al., 2004). Formation and rapid movement of actin filamentsin turn are indispensable for processes such as cell division,intercalation and cellular extrusion. This applies as well to theregulation of apicobasal cell polarity (Nishimura et al., 2012), andeven more important, to the formation and maintenance of tight andadherens junctions (Shen et al., 2005; Calautti et al., 2002). Thesecomplex membrane dynamics are not only an answer to external andinternal stress, but also part of regular tissue growth and as suchenergy-dependent. The assembly of the actin skeleton is highly dynamicand creates a layer of epidermal cells acting as an impenetrablefluid-like shield composed of the constantly moving lipid border of thecells (Guillot et al., 2013). Thus, a persistent downregulation ofTMSB15A is likely to prevent any fast adaptive arrangement of thesurface lipid layers during cellular movements causing repeatedperturbations of the epithelial barrier function.

DPP6, on the other hand, is known to stabilize the membrane potential byacting on membrane-bound potassium channels, and has also a profoundimpact on the organization of the actin cytoskeleton (Chifflet et al.,2003), supporting the perception of a failing barrier function. The sameapplies to the downregulation of NUDT11 gene expression. The nucleosidediphosphate linked moiety X (nudix)-type motif 11 (NUDT11) gene encodesa type 3 diphosphoinositol polyphosphate phosphohydrolase whichgenerates energy-rich phosphates essential for vesicle trafficking,maintenance of cell-wall integrity in Saccharomyces and for themediation of cellular responses to environmental salt stress (Dubois etal., 2002). As the adaptive assembly of F and G actin fibers within thecytoskeleton occurs in seconds, it is easily conceivable thatenergy-rich diphosphoinositol polyphosphates being integral constituentsof any cell membrane will be utilized as rapidly accessible source ofenergy.

These findings point towards a synchronized dysregulation of genesnecessary for upholding the epithelial barrier. Moreover, thedownregulation of the PRICKLE2 gene was also shown to be vital for theformation of polarized epithelial layers during mouse embryogenesis (Taoet al., 2012). Decreased expression of all four genes (i.e., TMSB15A,DPP6, NUDT11 and PRICKLE2), however, was associated with significantlyincreased bronchial inflammation, suggesting a functional correlationbetween the downregulation of genes that guide functionally interrelatedfeatures of cytoskeleton assembly with the activation of bronchitis.This sheds a new light on the progression of bronchial inflammation asit indicates a direct connection between the loss of a protectiveepithelial shield and the aggravation of chronic bronchitis. Based onthe physicochemical nature of such an effect, penetration of theepithelial membranes by any potential antigen or allergen is likely tobe enhanced, particularly during intensified repair due to repeatedsmoke-induced damage or following viral infections. This could not onlyexplain the remarkable heterogeneity of inflammatory conditionscharacteristic for COPD, but also the observation that the capacity toachieve intense cellular regeneration in spite of ongoing inflammationmight be helpful in suppressing pro-inflammatory gene expression.

This view is further supported by the significant downregulation of theprotease inhibitor cystatin M/E (CST6) during progression of COPD (seealso FIG. 4A). CST6 is known to control the homeostasis of the stratumcorneum, its deficiency in mice causing severe ichthyosis and neonatallethality (Zeeuwen et al., 2009). The progressive loss of a proteaseinhibitor in later phases of COPD known to preserve the integrity ofepithelial structures wiii most likely contribute to a failure of theprotective barrier function, not only by a disintegration of theepithelial layer but also by facilitating the breakdown of the matrixitself.

In this context, the strong upregulation of the KIAA1199 gene which hasbeen demonstrated to significantly increase the activity of matrixhyaluronidases, is probably equally important, as this upregulation isdirectly associated with a significant worsening of lung function, evenwithin the relatively short observational period of the present study(see also FIG. 5B). It has recently been shown that matrix structurescontaining large amounts of high molecular mass hyaluronan as well asthe inhibition of hyaluronidase activity protect against bothinflammation and cancer progression (Tian et al., 2013). In summary,these findings provide the first conclusive evidence for a progressivebreakdown of bronchial surface integrity during the course of COPDdevelopment causing growing non-specific bronchial inflammation thatvaries with frequency and intensity of the physicochemical assaultsattacking the bronchial surfaces.

According to results described herein, the response to these assaults isa slow progressive scarring process in the peripheral bronchi, wherebythe combined upregulation of CTHRC1, SOS1 and NTRK2 genes (see also FIG.8A) is likely to indicate mechanisms of preferentially mesenchymal woundhealing while the stage dependent expression of the PRRX1 and COMP genessuggests their participation in regular organ repair as welldemonstrating the ambiguity between regular matrix support duringregenerative repair and scar formation as a result of a progressivefailure of the organ's regenerative repair capacity.

This fits well to the progressive downregulation of genes mainlycontrolling functions of regenerative growth of the vascular tree asdemonstrated by the concomitant decrease of the expression of FIBIN,TAL1, BEX1/5, and Ghreiin (GHRL) genes (see also FIG. 8D). Here again,the increasing capacity of the peripheral lung to employ mechanisms ofpreferentially regenerative repair during GOLD stage I becomes evidentas BEX1 and GHRL increase at this stage while progressively decreasingduring further progression of COPD.

Thus, in the COPD AUVA study, the clinical progression of COPD has beensuccessfully correlated with the biological analysis of gene expressionin pulmonary tissue. In particular, it has been demonstrated that theexpression of the genes KIAA1199, DMBT1, ELFS, AZGP1, PRRX1, AQP3, SFN,GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5, AHRR, CXCL3, CYP1A1, CYP1B1,CYP1A2, NTRK2 and COMP is increased in pulmonary tissue samples fromsubjects prone to develop progressive COPD, while the expression of thegenes TMSB15A, DPP6, SLC51B, NUDT11, PLA1A, HYAL2, CST6, ITGA10, CTHRC1,TAL1, FIBIN, BEXS, BEX1, ESM1 and GHRL is decreased in pulmonary tissuesamples from subjects prone to develop progressive COPD, as compared tothe expression of the corresponding genes in pulmonary tissue samplesfrom healthy subjects. These molecular biomarkers can thus be used forassessing the susceptibility/proneness of a subject to developprogressive COPD in accordance with the present invention, particularlyin the method of the second aspect of the invention. Moreover, it hasalso been demonstrated that the expression of the genes DMBT1, ELFS,AZGP1, PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5,AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, NTRK2 and COMP is increased inpulmonary tissue samples from subjects suffering from or prone to sufferfrom stable COPD, while the expression of the genes KIAA1199, TMSB15A,DPP6, SLC51B, NUDT11, PLA1A, HYAL2, CST6, ITGA10, CTHRC1, TAL1, FIBIN,BEXS, BEX1, ESM1 and GHRL is decreased in pulmonary tissue samples fromsubjects suffering from or prone to suffer from stable COPD, as comparedto the expression of the corresponding genes in pulmonary tissue samplesfrom healthy subjects, indicating that these biomarkers are suitable fordiagnosing stable COPD or assessing the susceptibility of a subject todevelop stable COPD in accordance with the invention, particularly inthe method of the third aspect of the invention.

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1. An in vitro method for the diagnosis of chronic obstructive pulmonarydisease (COPD), the method comprising determining the level ofexpression of the gene KIAA1199 in a sample obtained from a subject. 2.(canceled)
 3. An in vitro diagnostic method of assessing thesusceptibility of a subject to develop progressive chronic obstructivepulmonary disease (COPD) involving the appearance of irreversible lungdamage, the method comprising: determining the level of expression ofthe gene KIAA1199 in a sample obtained from the subject; comparing thelevel of expression of KIAA1199 in the sample from the subject to acontrol expression level of KIAA1199 in a healthy subject; anddetermining whether or not the subject is prone to develop progressiveCOPD involving the appearance of irreversible lung damage, wherein anincrease in the level of expression of KIAA1199 in the sample from thesubject as compared to the control expression level of KIAA1199 isindicative of a proneness to develop progressive COPD.
 4. The method ofclaim 3, further comprising: determining the level of expression of oneor more further genes selected from the group consisting of DMBT1,TMSB15A, DPP6, SLC51B, NUDT11, ELF5, AZGP1, PRRX1, AQP3, SFN, GPR110,GDF15, RASGRF2, RND1, PLA1A, FGG, CEACAM5, HYAL2, AHRR, CXCL3, CYP1A1,CYP1B1, CYP1A2, CST6, NTRK2, COMP, ITGA10, CTHRC1, TAL1, FIBIN, BEX5,BEX1, ESM1 and GHRL in the sample obtained from the subject; comparingthe level of expression of the one or more further genes to a controlexpression level of the corresponding gene(s) in a healthy subject; anddetermining whether or not the subject is prone to develop progressiveCOPD involving the appearance of irreversible lung damage, wherein anincrease in the level of expression of KIAA1199, DMBT1, ELF5, AZGP1,PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5, AHRR,CXCL3, CYP1A1, CYP1B1, CYP1A2, NTRK2 and/or COMP in the sample from thesubject as compared to the control expression level of the correspondinggene(s) is indicative of a proneness to develop progressive COPD, andwherein a decrease in the level of expression of TMSB15A, DPP6, SLC51B,NUDT11, PLA1A, HYAL2, CST6, ITGA10, CTHRC1, TAL1, FIBIN, BEX5, BEX1,ESM1 and/or GHRL in the sample from the subject as compared to thecontrol expression level of the corresponding gene(s) is indicative of aproneness to develop progressive COPD. 5.-9. (canceled)
 10. The methodof claim 4, wherein the level of expression of DMBT1 and TMSB15A isdetermined.
 11. The method of claim 4, wherein the level of expressionof DMBT1, TMSB15A and at least one further gene selected from the groupconsisting of FGG, CYP1A1, CEACAM5, CTHRC1, NTRK2, RASGRF2, ELF5, AZGP1,PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, DPP6, SLC51B and NUDT11is determined.
 12. The method of claim 4, wherein it is determined thatthe subject is prone to develop progressive COPD involving theappearance of irreversible lung damage if the level of expression of amajority of the number of genes tested is altered in the sense that (i)the level of expression of KIAA1199, DMBT1, ELF5, AZGP1, PRRX1, AQP3,SFN, GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5, AHRR, CXCL3, CYP1A1,CYP1B1, CYP1A2, NTRK2 and/or COMP in the sample from the subject isincreased as compared to the control expression level of thecorresponding gene(s) and (ii) the level of expression of TMSB15A, DPP6,SLC51B, NUDT11, PLA1A, HYAL2, CST6, ITGA10, CTHRC1, TALL FIBIN, BEX5,BEX1, ESM1 and/or GHRL in the sample from the subject is decreased ascompared to the control expression level of the corresponding gene(s).13. The method of claim 4, wherein it is determined that the subject isprone to develop progressive COPD involving the appearance ofirreversible lung damage if the level of expression of a majority of thenumber of genes tested is altered in the sense that (i) the level ofexpression of KIAA1199, DMBT1, ELF5, AZGP1, PRRX1, AQP3, SFN, GPR110,GDF15, RASGRF2, RND1, FGG, CEACAM5, AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2,NTRK2 and/or COMP in the sample from the subject is at least 3-foldincreased as compared to the control expression level of thecorresponding gene(s) and (ii) the level of expression of TMSB15A, DPP6,SLC51B, NUDT11, PLA1A, HYAL2, CST6, ITGA10, CTHRC1, TALL FIBIN, BEX5,BEX1, ESM1 and/or GHRL in the sample from the subject is at least 3-folddecreased as compared to the control expression level of thecorresponding gene(s).
 14. The method of claim 4, wherein it isdetermined that the subject is prone to develop progressive COPDinvolving the appearance of irreversible lung damage if the level ofexpression of at least 70% of the number of genes tested is altered inthe sense that (i) the level of expression of KIAA1199, DMBT1, ELF5,AZGP1, PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5,AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, NTRK2 and/or COMP in the samplefrom the subject is increased as compared to the control expressionlevel of the corresponding gene(s) and (ii) the level of expression ofTMSB15A, DPP6, SLC51B, NUDT11, PLA1A, HYAL2, CST6, ITGA10, CTHRC1, TALLFIBIN, BEX5, BEX1, ESM1 and/or GHRL in the sample from the subject isdecreased as compared to the control expression level of thecorresponding gene(s).
 15. The method of claim 4, wherein it isdetermined that the subject is prone to develop progressive COPDinvolving the appearance of irreversible lung damage if the level ofexpression of at least 70% of the number of genes tested is altered inthe sense that (i) the level of expression of KIAA1199, DMBT1, ELF5,AZGP1, PRRX1, AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5,AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, NTRK2 and/or COMP in the samplefrom the subject is at least 3-fold increased as compared to the controlexpression level of the corresponding gene(s) and (ii) the level ofexpression of TMSB15A, DPP6, SLC51B, NUDT11, PLA1A, HYAL2, CST6, ITGA10,CTHRC1, TALL FIBIN, BEX5, BEX1, ESM1 and/or GHRL in the sample from thesubject is at least 3-fold decreased as compared to the controlexpression level of the corresponding gene(s).
 16. (canceled)
 17. Themethod of claim 3, wherein the subject is a human.
 18. (canceled) 19.The method of claim 3, wherein the sample obtained from the subject is alung tissue sample, or the sample obtained from the subject is atransbronchial lung biopsy sample or a bronchoalveolar lavage sample.20. (canceled)
 21. The method of claim 3, wherein the level ofexpression of KIAA1199 and, if applicable, the one or more further genesin the sample from the subject is determined by determining the level oftranscription of the corresponding gene(s).
 22. The method of claim 21,wherein the level of transcription is determined using a quantitativereverse transcriptase polymerase chain reaction or a microarray. 23.-25.(canceled)
 26. An in vitro method of diagnosing stable chronicobstructive pulmonary disease (COPD) in a subject or assessing thesusceptibility of a subject to develop stable COPD, the methodcomprising: determining the level of expression of the gene KIAA1199 ina sample obtained from the subject; comparing the level of expression ofKIAA1199 in the sample from the subject to a control expression level ofKIAA1199 in a healthy subject; and determining whether or not thesubject suffers from stable COPD or is prone to suffer from stable COPD,wherein a decrease in the level of expression of KIAA1199 in the samplefrom the subject as compared to the control expression level of KIAA1199is indicative of stable COPD or a proneness to stable COPD.
 27. Themethod of claim 26, further comprising: determining the level ofexpression of one or more further genes selected from the groupconsisting of DMBT1, TMSB15A, DPP6, SLC51B, NUDT11, ELF5, AZGP1, PRRX1,AQP3, SFN, GPR110, GDF15, RASGRF2, RND1, PLA1A, FGG, CEACAM5, HYAL2,AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, CST6, NTRK2, COMP, ITGA10, CTHRC1,TAL1, FIBIN, BEX5, BEX1, ESM1 and GHRL in the sample obtained from thesubject; comparing the level of expression of the one or more furthergenes to a control expression level of the corresponding gene(s) in ahealthy subject; and determining whether or not the subject suffers fromstable COPD or is prone to suffer from stable COPD, wherein an increasein the level of expression of DMBT1, ELF5, AZGP1, PRRX1, AQP3, SFN,GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5, AHRR, CXCL3, CYP1A1, CYP1B1,CYP1A2, NTRK2 and/or COMP in the sample from the subject as compared tothe control expression level of the corresponding gene(s) is indicativeof stable COPD or a proneness to stable COPD, and wherein a decrease inthe level of expression of KIAA1199, TMSB15A, DPP6, SLC51B, NUDT11,PLA1A, HYAL2, CST6, ITGA10, CTHRC1, TAL1, FIBIN, BEX5, BEX1, ESM1 and/orGHRL in the sample from the subject as compared to the controlexpression level of the corresponding gene(s) is indicative of stableCOPD or a proneness to stable COPD. 28.-33. (canceled)
 34. The methodclaim 27, wherein it is determined that the subject suffers from stableCOPD or is prone to suffer from stable COPD if the level of expressionof a majority of the number of genes tested is altered in the sense that(i) the level of expression of DMBT1, ELF5, AZGP1, PRRX1, AQP3, SFN,GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5, AHRR, CXCL3, CYP1A1, CYP1B1,CYP1A2, NTRK2 and/or COMP in the sample from the subject is increased ascompared to the control expression level of the corresponding gene(s)and (ii) the level of expression of KIAA1199, TMSB15A, DPP6, SLC51B,NUDT11, PLA1A, HYAL2, CST6, ITGA10, CTHRC1, TAL1, FIBIN, BEX5, BEX1,ESM1 and/or GHRL in the sample from the subject is decreased as comparedto the control expression level of the corresponding gene(s). 35.-36.(canceled)
 37. The method of any onc of claims 27 to 33 claim 27,wherein it is determined that the subject suffers from stable COPD or isprone to suffer from stable COPD if the level of expression of at least70% of the number of genes tested is altered in the sense that (i) thelevel of expression of DMBT1, ELF5, AZGP1, PRRX1, AQP3, SFN, GPR110,GDF15, RASGRF2, RND1, FGG, CEACAM5, AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2,NTRK2 and/or COMP in the sample from the subject is at least 3-foldincreased as compared to the control expression level of thecorresponding gene(s) and (ii) the level of expression of KIAA1199,TMSB15A, DPP6, SLC51B, NUDT11, PLA1A, HYAL2, CST6, ITGA10, CTHRC1, TALLFIBIN, BEX5, BEX1, ESM1 and/or GHRL in the sample from the subject is atleast 3-fold decreased as compared to the control expression level ofthe corresponding gene(s).
 38. (canceled)
 39. The method of any one ofclaim 26, wherein the subject is a human.
 40. (canceled)
 41. The methodof claim 26, wherein the sample obtained from the subject is a lungtissue sample, or the sample obtained from the subject is atransbronchial lung biopsy sample or a bronchoalveolar lavage sample.42. (canceled)
 43. The method of any one of claim 26, wherein the levelof expression of KIAA1199 and, if applicable, the one or more furthergenes in the sample from the subject is determined by determining thelevel of transcription of the corresponding gene(s).
 44. The method ofclaim 43, wherein the level of transcription is determined using aquantitative reverse transcriptase polymerase chain reaction or amicroarray. 45.-47. (canceled)
 48. An in vitro diagnostic method ofassessing the susceptibility of a subject suffering from stable chronicobstructive pulmonary disease (COPD) to develop progressive COPDinvolving the appearance of irreversible lung damage, the methodcomprising: determining the level of expression of the gene KIAA1199 ina sample obtained from the subject; comparing the level of expression ofKIAA1199 in the sample from the subject to a control expression level ofKIAA1199 in a subject suffering from stable COPD; and determiningwhether or not the subject is prone to develop progressive COPDinvolving the appearance of irreversible lung damage, wherein anincrease in the level of expression of KIAA1199 in the sample from thesubject as compared to the control expression level of KIAA1199 isindicative of a proneness to develop progressive COPD.
 49. The method ofclaim 48, further comprising: determining the level of expression of oneor more further genes selected from the group consisting of DMBT1, ELF5,AZGP1, PRRX1, AQP3, GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5, HYAL2,AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2, CST6, NTRK2, COMP, ITGA10, CTHRC1,TAL1, BEX1 and GHRL in the sample obtained from the subject; comparingthe level of expression of the one or more further genes to a controlexpression level of the corresponding gene(s) in a subject sufferingfrom stable COPD; and determining whether or not the subject is prone todevelop progressive COPD involving the appearance of irreversible lungdamage, wherein an increase in the level of expression of KIAA1199,GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5, HYAL2, AHRR, CXCL3, CYP1A1,CYP1B1, CYP1A2, CST6, NTRK2 and/or TAL1 in the sample from the subjectas compared to the control expression level of the corresponding gene(s)is indicative of a proneness to develop progressive COPD, and wherein adecrease in the level of expression of DMBT1, ELF5, AZGP1, PRRX1, AQP3,COMP, ITGA10, CTHRC1, BEX1 and/or GHRL in the sample from the subject ascompared to the control expression level of the corresponding gene(s) isindicative of a proneness to develop progressive COPD. 50.-54.(canceled)
 55. The method of any one of claim 49, wherein it isdetermined that the subject is prone to develop progressive COPDinvolving the appearance of irreversible lung damage if the level ofexpression of a majority of the number of genes tested is altered in thesense that (i) the level of expression of KIAA1199, GPR110, GDF15,RASGRF2, RND1, FGG, CEACAM5, HYAL2, AHRR, CXCL3, CYP1A1, CYP1B1, CYP1A2,CST6, NTRK2 and/or TALI in the sample from the subject is increased ascompared to the control expression level of the corresponding gene(s)and (ii) the level of expression of DMBT1, ELF5, AZGP1, PRRX1, AQP3,COMP, ITGA10, CTHRC1, BEX1 and/or GHRL in the sample from the subject isdecreased as compared to the control expression level of thecorresponding gene(s). 56.-57. (canceled)
 58. The method of any one ofclaim 49, wherein it is determined that the subject is prone to developprogressive COPD involving the appearance of irreversible lung damage ifthe level of expression of at least 70% of the number of genes tested isaltered in the sense that (i) the level of expression of KIAA1199,GPR110, GDF15, RASGRF2, RND1, FGG, CEACAM5, HYAL2, AHRR, CXCL3, CYP1A1,CYP1B1, CYP1A2, CST6, NTRK2 and/or TALI in the sample from the subjectis at least 3-fold increased as compared to the control expression levelof the corresponding gene(s) and (ii) the level of expression of DMBT1,ELF5, AZGP1, PRRX1, AQP3, COMP, ITGA10, CTHRC1, BEX1 and/or GHRL in thesample from the subject is at least 3-fold decreased as compared to thecontrol expression level of the corresponding gene(s).
 59. (canceled)60. The method of claim 48, wherein the subject is a human. 61.(canceled)
 62. The method of claim 48, wherein the sample obtained fromthe subject is a lung tissue sample, or the sample obtained from thesubject is a transbronchial lung biopsy sample or a bronchoalveolarlavage sample.
 63. (canceled)
 64. The method of claim 48, wherein thelevel of expression of KIAA1199 and, if applicable, the one or morefurther genes in the sample from the subject is determined bydetermining the level of transcription of the corresponding gene(s). 65.The method of claim 64, wherein the level of transcription is determinedusing a quantitative reverse transcriptase polymerase chain reaction ora microarray. 66.-72. (canceled)
 73. A method of treating chronicobstructive pulmonary disease (COPD), the method comprisingadministering a drug against COPD to a subject that has been identifiedin a method as defined in claim 3 as being prone to develop progressiveCOPD involving the appearance of irreversible lung damage. 74.-75.(canceled)
 76. The method of claim 73, wherein the drug against COPD isbitolterol, carbuterol, fenoterol, pirbuterol, procaterol, reproterol,rimiterol, salbutamol, levosalbutamol, terbutaline, tulobuterol,arformoterol, bambuterol, clenbuterol, formoterol, olodaterol,salmeterol, indacaterol, beclometasone, betamethasone, budesonide,ciclesonide, flunisolide, fluticasone, mometasone, triamcinolone,aclidinium bromide, glycopyrronium bromide, ipratropium bromide,oxitropium bromide, tiotropium bromide, cromoglicate, nedocromil,acefylline, ambuphylline, bamifylline, doxofylline, enprofylline,etamiphylline, proxyphylline, theobromine, theophylline, aminophylline,choline theophyllinate, montelukast, pranlukast, zafirlukast, zileuton,ramatroban, seratrodast, ibudilast, roflumilast, amlexanox, eprozinol,fenspiride, omalizumab, epinephrine, hexoprenaline, isoprenaline,isoproterenol, orciprenaline, metaproterenol, atropine, or apharmaceutically acceptable salt of any of the aforementioned agents, orany combination thereof.
 77. The method of claim 73, wherein the drugagainst COPD is roflumilast. 78.-81. (canceled)
 82. A method of treatingor preventing chronic obstructive pulmonary disease (COPD), the methodcomprising administering a drug against COPD to a subject that has beenidentified in a method as defined in claim 26 as suffering from stableCOPD or as being prone to suffer from stable COPD. 83.-84. (canceled)85. The method of claim 82, wherein the drug against COPD is bitolterol,carbuterol, fenoterol, pirbuterol, procaterol, reproterol, rimiterol,salbutamol, levosalbutamol, terbutaline, tulobuterol, arformoterol,bambuterol, clenbuterol, formoterol, olodaterol, salmeterol,indacaterol, beclometasone, betamethasone, budesonide, ciclesonide,flunisolide, fluticasone, mometasone, triamcinolone, aclidinium bromide,glycopyrronium bromide, ipratropium bromide, oxitropium bromide,tiotropium bromide, cromoglicate, nedocromil, acefylline, ambuphylline,bamifylline, doxofylline, enprofylline, etamiphylline, proxyphylline,theobromine, theophylline, aminophylline, choline theophyllinate,montelukast, pranlukast, zafirlukast, zileuton, ramatroban, seratrodast,ibudilast, roflumilast, amlexanox, eprozinol, fenspiride, omalizumab,epinephrine, hexoprenaline, isoprenaline, isoproterenol, orciprenaline,metaproterenol, atropine, or a pharmaceutically acceptable salt of anyof the aforementioned agents, or any combination thereof. 86.-90.(canceled)
 91. A method of treating chronic obstructive pulmonarydisease (COPD), the method comprising administering a drug against COPDto a subject suffering from stable COPD, wherein the subject has beenidentified in a method as defined in claim 48 as being prone to developprogressive COPD involving the appearance of irreversible lung damage.92.-93. (canceled)
 94. The method of claim 91, wherein the drug againstCOPD is bitolterol, carbuterol, fenoterol, pirbuterol, procaterol,reproterol, rimiterol, salbutamol, levosalbutamol, terbutaline,tulobuterol, arformoterol, bambuterol, clenbuterol, formoterol,olodaterol, salmeterol, indacaterol, beclometasone, betamethasone,budesonide, ciclesonide, flunisolide, fluticasone, mometasone,triamcinolone, aclidinium bromide, glycopyrronium bromide, ipratropiumbromide, oxitropium bromide, tiotropium bromide, cromoglicate,nedocromil, acefylline, ambuphylline, bamifylline, doxofylline,enprofylline, etamiphylline, proxyphylline, theobromine, theophylline,aminophylline, choline theophyllinate, montelukast, pranlukast,zafirlukast, zileuton, ramatroban, seratrodast, ibudilast, roflumilast,amlexanox, eprozinol, fenspiride, omalizumab, epinephrine,hexoprenaline, isoprenaline, isoproterenol, orciprenaline,metaproterenol, atropine, or a pharmaceutically acceptable salt of anyof the aforementioned agents, or any combination thereof. 95.-107.(canceled)